Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T06:09:35.178745Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2506.05994.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T06:09:35.178745Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation af73ded8-e8e3-41bb-88a1-92fb91231f8e · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Tabular data: Deep learning is not all you need,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d09c96c6-7bb8-4936-84a0-e4005ae91726 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Why do tree-based models still outperform deep learning on typical tabular data?
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a3f16018-3629-42a8-b053-c9d78e6620dc · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory From local explanations to global understanding with explainable ai for trees,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09c3cc56-6c6c-4d85-99c1-8eab7c005da5 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Explainable artificial intelligence (xai),
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bf9002fd-c7f0-4831-80ce-72d5ede50af4 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Large language models for scientific discovery in molecular property prediction,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b4dc3f6-7333-45e8-ac8e-b4550aed9de1 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory A supervised machine learning algorithm for detecting and predicting fraud in credit card transactions,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 33ff94af-156f-416b-9047-bfeeba75b59a · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Application of xgboost algorithm in bearing fault diagnosis,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ecab9ad4-cc07-4697-beae-5bc864e797c4 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Kaggle machine learning & data science survey 2021,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3909e87a-b8c0-4152-b7de-515791c39e42 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Xgboost: A scalable tree boosting system,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8661aa87-9eb5-43be-a8b8-f00c77f4f6d1 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Dynamic decision tree ensembles for energy-efficient inference on iot edge nodes,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e841c826-4668-4297-9640-0d2079ad338a · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Tahoe: tree structure-aware high performance inference engine for decision tree ensemble on gpu,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 004ee4a0-313d-4152-8b10-1bfabdac36f9 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Fpga accelerator for gradient boosting decision trees,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9aa96ecc-4c20-4fae-9dd7-8c5dbba5ad40 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Accelerating a random forest classifier: Multi-core, gp-gpu, or fpga?
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 87a42bcb-cfe2-4fc1-bc72-b9bb21f8ab03 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Content-addressable memory (cam) circuits and architectures: a tutorial and survey,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0f6c90e-0958-4046-b44d-e209ba3ee64c · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Isaac: a convolutional neural network accelerator with in-situ analog arithmetic in crossbars,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec0bc5c8-ee84-45de-aeb0-4d0767a440ea · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Prime: A novel processing-in-memory architecture for neural network computation in reram-based main memory,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 436e4046-1d2e-4dc7-a24e-5a8dd9c1094d · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory An overview of computing-in-memory circuits with dram and nvm,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c13ce22b-0d1f-4f21-87bf-f501782860e2 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Rram-based tcams for pattern search,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ce6a4683-e1e1-4bae-8672-9d27b60f6f63 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory The trend of emerging non-volatile tcam for parallel search and ai applications,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 90e68545-bfdb-4d53-93b1-8b5b6267132d · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory 17.5 a 3t1r nonvolatile tcam using mlc reram with sub-1ns search time,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0d4b3a02-47ee-44a6-95de-5db514692dd6 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory API design for machine learning software: experiences from the scikit-learn project,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2d128a0a-61a6-453d-b7d9-655b6aeea579 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Random forests,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75413fde-ab4d-4311-8410-174315e1d22d · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Dt2cam: A decision tree to content addressable memory framework,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4a829faa-c74f-42ef-8daa-cb532f5880fb · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Tree-based machine learning performed in-memory with memristive analog cam,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8b2837bc-b9b3-497e-80af-0447b4a0b2e8 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory X-time: Accelerating large tree ensem- bles inference for tabular data with analog cams,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 23d03b44-fa0f-4f84-af1c-3e503071c6eb · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory A digital 3d tcam accelerator for the inference phase of random forest,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 30247a9f-4d0d-4c58-ae62-67f4e23df9b5 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Deep random forest with ferroelectric analog content addressable memory,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 62e842a9-eac8-48f9-b53a-5d78cb91dc4f · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Out-of-bag estimation,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a8d9bd3a-15fa-455d-9b67-26c983079148 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Lightgbm: A highly efficient gradient boosting decision tree,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c6d293f-bbd6-41ab-aacb-7b61ddf46a57 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Catboost: unbiased boosting with categorical features,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c908bffb-d123-4161-9013-b116df120d5c · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Breiman, J
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1fe29435-cdc7-4344-8545-cd648220e8af · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Bagging predictors,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1ea37dc-4257-478c-a628-77d7711882b7 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory A brief introduction to boosting,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 996327cc-9acf-4b57-ab9c-c8b09e354073 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Emerging trends in design and applications of memory-based computing and content-addressable memories,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9980b2d6-72f9-4d9c-b2c2-0cb32cc78ec8 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Advancements in content-addressable memory (cam) circuits: State-of-the-art, applica- tions, and future directions in the ai domain,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 33bb09e8-241c-468b-b5f8-e09ac24414d0 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory A ternary content- addressable memory (tcam) based on 4t static storage and including a current-race sensing scheme,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 047718e8-2417-4926-8b65-e5ee1ded205a · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Becker and R
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bfc022d-2001-43f7-a5bd-e65054889b88 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Credit Approval,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cbac6e8-463b-437c-ad62-6220a76fec71 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Dry Bean,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42be6e4f-a605-4216-9404-0c05931f4da8 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Letter Recognition,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2010e5e3-a4fa-404f-af2e-8da21c5f0c96 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Wine quality,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e9a8cb29-2236-439a-a677-8764c8e866e4 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Analog content-addressable memories with memristors,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8d412468-b1a4-49d0-a5f2-fcba05bc9bcb · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Noise injection adaption: End-to-end reram crossbar non-ideal effect adaption for neural network mapping,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52ec8afa-d3d9-48b6-832c-6795d8a80ab4 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory On minimizing analog variation errors to resolve the scalability issue of reram-based crossbar accelerators,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d8db6b7f-975a-49fc-aa35-b736988d737e · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Margin optimization based pruning for random forest,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ea574ba0-2b00-405a-9226-f1d8d0c2742f · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Search for the smallest random forest,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 38850d95-2160-4775-8ea5-780171c1206b · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Smart sensors: Analysis of different types of iot sensors,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 06daafa9-6941-49dd-8c63-d069ae62fdcb · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory A survey of research and practices of network-on-chip,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b9e92dfa-51dd-4b11-b26f-e0d8aeede82c · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory The uci machine learning repository,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dedeb78e-16da-4a87-a111-f4a54fb305cb · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory ranger: A fast implementation of random forests for high dimensional data in c++ and r,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b42d28dc-9c04-47e6-aab3-abccfb8c5979 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory 17.5 a 3t1r nonvolatile tcam using mlc reram with sub-1ns search time,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2cca7ba0-77f1-4277-9aa6-9cf32031a7d3 · outbound
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory Available: https://doi.org/10.1145/1132952.1132953
Reference 2006
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
No inbound Pith citation observations are available.