Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid | Paper Citation Record

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This paper cites Active Learning Literature Survey,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Active Learning Literature Survey,

Reference 1

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This paper cites A web survey on the use of active learning to support annotation of text data,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid A web survey on the use of active learning to support annotation of text data,

Reference 2

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This paper cites Have LLMs Made Active Learning Obsolete? Surveying the NLP Community,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Have LLMs Made Active Learning Obsolete? Surveying the NLP Community,

Reference 3

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This paper cites Active Learning for Spreadsheet Cell Classification,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Active Learning for Spreadsheet Cell Classification,

Reference 4

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This paper cites DeepCA VE: An Interactive Analysis Tool for Automated Machine Learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid DeepCA VE: An Interactive Analysis Tool for Automated Machine Learning,

Reference 5

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This paper cites Diminishing Uncertainty Within the Training Pool: Active Learning for Medical Image Segmentation,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Diminishing Uncertainty Within the Training Pool: Active Learning for Medical Image Segmentation,

Reference 6

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This paper cites Active Learning for Air Quality Station Location Recommendation,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Active Learning for Air Quality Station Location Recommendation,

Reference 7

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This paper cites DECAL: DEployable Clinical Active Learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid DECAL: DEployable Clinical Active Learning,

Reference 8

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This paper cites Using Active Learning for Assisted Short Answer Grading,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Using Active Learning for Assisted Short Answer Grading,

Reference 9

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This paper cites Unsupervised Active Learning For Video Annotation,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Unsupervised Active Learning For Video Annotation,

Reference 10

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This paper cites A benchmark and comparison of active learning for logistic regression,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid A benchmark and comparison of active learning for logistic regression,

Reference 11

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This paper cites Is margin all you need? An extensive empirical study of active learning on tabular data,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Is margin all you need? An extensive empirical study of active learning on tabular data,

Reference 12

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This paper cites Revisiting uncertainty-based query strategies for active learning with transformers,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Revisiting uncertainty-based query strategies for active learning with transformers,

Reference 13

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This paper cites Learning active learning at the cross- roads? Evaluation and discussion,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Learning active learning at the cross- roads? Evaluation and discussion,

Reference 14

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This paper cites A comparative survey: Benchmarking for pool-based active learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid A comparative survey: Benchmarking for pool-based active learning,

Reference 15

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This paper cites On the Fragility of Active Learners for Text Classification,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid On the Fragility of Active Learners for Text Classification,

Reference 16

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This paper cites Randomness is the Root of All Evil: More Reliable Evaluation of Deep Active Learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Randomness is the Root of All Evil: More Reliable Evaluation of Deep Active Learning,

Reference 17

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This paper cites ALPBench: A Benchmark for Active Learning Pipelines on Tabular Data,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid ALPBench: A Benchmark for Active Learning Pipelines on Tabular Data,

Reference 18

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This paper cites When Does Active Learning Work?.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid When Does Active Learning Work?

Reference 19

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This paper cites Challenges of Reliable, Realistic and Comparable Active Learning Evaluation.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Challenges of Reliable, Realistic and Comparable Active Learning Evaluation

Reference 20

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This paper cites Em- pirical investigation of active learning strategies,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Em- pirical investigation of active learning strategies,

Reference 21

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This paper cites Active learning: An empirical study of common baselines,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Active learning: An empirical study of common baselines,

Reference 22

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This paper cites Rebuilding Trust in Active Learning with Actionable Metrics,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Rebuilding Trust in Active Learning with Actionable Metrics,

Reference 23

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This paper cites Re-Benchmarking Pool-Based Active Learning for Binary Classification,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Re-Benchmarking Pool-Based Active Learning for Binary Classification,

Reference 24

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This paper cites On initial pools for deep active learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid On initial pools for deep active learning,

Reference 25

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This paper cites An overview and a bench- mark of active learning for outlier detection with one-class classifiers,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid An overview and a bench- mark of active learning for outlier detection with one-class classifiers,

Reference 26

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This paper cites Sample Noise Impact on Active Learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Sample Noise Impact on Active Learning,

Reference 27

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This paper cites Hitting the target: Stopping active learning at the cost-based optimum,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Hitting the target: Stopping active learning at the cost-based optimum,

Reference 28

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This paper cites A Comparative Survey of Deep Active Learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid A Comparative Survey of Deep Active Learning,

Reference 29

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This paper cites Active learning for logistic regression: An evaluation,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Active learning for logistic regression: An evaluation,

Reference 30

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Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid The UCI Machine Learning Repository,

Reference 31

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This paper cites OpenML Bench- marking Suites,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid OpenML Bench- marking Suites,

Reference 32

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This paper cites Learning active learning from data,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Learning active learning from data,

Reference 33

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This paper cites Comparing and Improving Active Learning Uncertainty Measures for Transformer Models by Discarding Outliers,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Comparing and Improving Active Learning Uncertainty Measures for Transformer Models by Discarding Outliers,

Reference 34

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This paper cites Imagenet: A large- scale hierarchical image database,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Imagenet: A large- scale hierarchical image database,

Reference 35

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This paper cites Probabilistic Active Learning: Towards Combining Versatility, Optimality and Efficiency,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Probabilistic Active Learning: Towards Combining Versatility, Optimality and Efficiency,

Reference 36

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This paper cites ImitAL: Learned Active Learning Strategy on Synthetic Data,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid ImitAL: Learned Active Learning Strategy on Synthetic Data,

Reference 37

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This paper cites Let us know your decision: Pool-based active training of a generative classifier with the selection strategy 4DS,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Let us know your decision: Pool-based active training of a generative classifier with the selection strategy 4DS,

Reference 38

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This paper cites Active Learn- ing for Support Vector Machines with Maximum Model Change,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Active Learn- ing for Support Vector Machines with Maximum Model Change,

Reference 39

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This paper cites A Novel Uncertainty Sampling Algorithm for Cost-Sensitive Multiclass Active Learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid A Novel Uncertainty Sampling Algorithm for Cost-Sensitive Multiclass Active Learning,

Reference 40

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This paper cites To Actively Initialize Active Learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid To Actively Initialize Active Learning,

Reference 41

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This paper cites Individual Comparisons by Ranking Methods,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Individual Comparisons by Ranking Methods,

Reference 42

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This paper cites Active learning by querying informa- tive and representative examples,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Active learning by querying informa- tive and representative examples,

Reference 43

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This paper cites Optimised probabilistic active learning (OPAL),.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Optimised probabilistic active learning (OPAL),

Reference 44

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This paper cites Active learning using transductive sparse Bayesian regression,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Active learning using transductive sparse Bayesian regression,

Reference 45

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This paper cites Statistical Comparisons of Classifiers over Multiple Data Sets,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Statistical Comparisons of Classifiers over Multiple Data Sets,

Reference 46

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This paper cites Kaggle: Your Machine Learning and Data Science Community.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Kaggle: Your Machine Learning and Data Science Community

Reference 47

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This paper cites ALiPy: Active Learning in Python,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid ALiPy: Active Learning in Python,

Reference 48

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Observation 0a27fe7c-2ec9-4597-8f36-c71ce8b7e298 · outbound

This paper cites Libact: Pool-based Active Learning in Python,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Libact: Pool-based Active Learning in Python,

Reference 49

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This paper cites Google/active-learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Google/active-learning,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.547744Z

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This paper cites Scikit-activeml: A Library and Toolbox for Active Learning Algorithms,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Scikit-activeml: A Library and Toolbox for Active Learning Algorithms,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.537735Z

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Observation e0cec7bb-7e59-4af3-9ae8-b482c4a98b73 · outbound

This paper cites Small-text: Active learning for text classification in python,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Small-text: Active learning for text classification in python,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.528394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4b15df01-9d84-4cf3-82e8-598568fe638e · outbound

This paper cites Active learning by acquiring contrastive examples,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Active learning by acquiring contrastive examples,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.518374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7dafc70b-abb8-4b13-8417-9e534a82ad35 · outbound

This paper cites Active learning for convolutional neural networks: A core-set approach,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Active learning for convolutional neural networks: A core-set approach,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.509078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8621976f-6b33-46f6-b678-85155b330ef4 · outbound

This paper cites Dual Strategy Active Learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Dual Strategy Active Learning,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.499738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 180d7986-28f5-4126-9213-4fcd00434754 · outbound

This paper cites Active learning using pre- clustering,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Active learning using pre- clustering,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.489789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 16112e5f-0002-49cd-9d4f-47df893cefb1 · outbound

This paper cites Cold-start active learning through self-supervised language modeling,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Cold-start active learning through self-supervised language modeling,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.479491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d486ad73-1fae-4a30-8147-9b0e5c7a8e16 · outbound

This paper cites RALF: A reinforced active learning formulation for object class recognition,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid RALF: A reinforced active learning formulation for object class recognition,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.468799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 47374a97-361d-442a-9cc9-4c552b74cc73 · outbound

This paper cites Learning how to actively learn: A deep imitation learning approach,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Learning how to actively learn: A deep imitation learning approach,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.458202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 85bac54a-3b47-4896-95ff-105c25a85759 · outbound

This paper cites Query by committee,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Query by committee,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.448920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7e3aef52-ccc8-49ea-be09-89be7235af85 · outbound

This paper cites Query Learning Strategies Using Boosting and Bagging.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Query Learning Strategies Using Boosting and Bagging

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.439427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 450faa52-5d33-4f9a-992b-63832512f2b4 · outbound

This paper cites Active Learning for Regression Based on Query by Committee,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Active Learning for Regression Based on Query by Committee,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.429763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f449ae4d-b0c2-44d3-afad-78cac64752ac · outbound

This paper cites Entropy-based active learning for object recognition,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Entropy-based active learning for object recognition,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.420322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8dd76a7f-8d1e-4fe7-aa38-87abb63c0796 · outbound

This paper cites A Sequential Algorithm for Training Text Classifiers.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid A Sequential Algorithm for Training Text Classifiers

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.410608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation abf96367-b84b-4b2e-9416-201d95aad3ec · outbound

This paper cites Mining the Web with active hidden Markov models,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Mining the Web with active hidden Markov models,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.401081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2f562541-0418-4075-90a1-691e91da5958 · outbound

This paper cites Active learning to recognize multiple types of plankton,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Active learning to recognize multiple types of plankton,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.391724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0d70862d-4c69-4c9b-86b6-d9746d88c605 · outbound

This paper cites Mind your outliers! investigating the negative impact of outliers on active learning for visual question answering,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Mind your outliers! investigating the negative impact of outliers on active learning for visual question answering,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.381834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5da7ea57-4728-47e1-b1b1-e3eb6e5b7e02 · outbound

This paper cites VII. Note on regression and inheritance in the case of two parents,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid VII. Note on regression and inheritance in the case of two parents,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.372061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e5cc5780-de39-41a3-8afc-7dae3c6d8ff9 · outbound

This paper cites The Finley Affair: A Signal Event in the History of Forecast Verification,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid The Finley Affair: A Signal Event in the History of Forecast Verification,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.361447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dc05eed6-892f-4f3f-8e4e-c172cf69e1e3 · outbound

This paper cites A New Measure of Rank Correlation,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid A New Measure of Rank Correlation,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.352019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2df4785a-f8dd-4cb1-a3e8-4ac62ebd1311 · outbound

This paper cites The Proof and Measurement of Association between Two Things,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid The Proof and Measurement of Association between Two Things,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.342673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bcd40551-92d1-46bb-b334-c3f4ab58af55 · outbound

This paper cites A Mathematical Theory of Communication,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid A Mathematical Theory of Communication,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.331685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 87e3066b-8012-4301-a810-0a674c7629b8 · outbound

This paper cites A Survey of Active Learning for Text Classification using Deep Neural Networks,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid A Survey of Active Learning for Text Classification using Deep Neural Networks,

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.320979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8cb07c19-b99b-4011-bac4-a2373c3521f8 · outbound

This paper cites Cartography active learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Cartography active learning,

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.310106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b660c0f4-5ffe-40df-ab07-d811bd7facaa · outbound

This paper cites Batchbald: Efficient and diverse batch acquisition for deep bayesian active learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Batchbald: Efficient and diverse batch acquisition for deep bayesian active learning,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.300497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f7f24f44-48d0-4224-9ca4-907fd57402ad · outbound

This paper cites Bayesian Active Learning for Classification and Preference Learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Bayesian Active Learning for Classification and Preference Learning,

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.289862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7c1cc33d-87ff-4e96-b401-17230b144624 · outbound

This paper cites Deep Bayesian active learning for natural language processing: Results of a large-scale empirical study,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Deep Bayesian active learning for natural language processing: Results of a large-scale empirical study,

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.279097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 954ff9f6-831a-4b17-b148-032dc094b807 · outbound

This paper cites Selection via proxy: Efficient data selection for deep learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Selection via proxy: Efficient data selection for deep learning,

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.268768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1ef22bf5-0810-4da5-ba14-cb077b4058b3 · outbound

This paper cites Active learning by learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Active learning by learning,

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.257570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 02a4ceac-d54c-4521-87c3-c5282e5dc6ca · outbound

This paper cites Discovering General- Purpose Active Learning Strategies,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Discovering General- Purpose Active Learning Strategies,

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.246623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 25a60ccb-979b-4e9f-9a40-fee2fcd1e690 · outbound

This paper cites Querying discriminative and representative samples for batch mode active learning,.

Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid Querying discriminative and representative samples for batch mode active learning,

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:09.235576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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