Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T22:17:35.720546Z
Paper Citation Record · LEDGER
Optimal probabilistic feature shifts for reclassification in tree ensembles
As of 18 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2412.03722.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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
Reference resolution
30 of 30 outbound references displayed
- verified exact1
- verified fuzzy27
- unresolved2
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c379ed02-e987-40dc-9f12-5b6482bf4c8d · outbound
This paper cites Optimal classification trees.
Optimal probabilistic feature shifts for reclassification in tree ensembles Optimal classification trees
Reference 1
- Resolution
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Source-reported events for the cited work
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Observation 5347cf58-ca26-49b7-b4f7-9254336d4cbc · outbound
This paper cites Optimal arrangements of hyperplanes for SVM-based multiclass classification.
Optimal probabilistic feature shifts for reclassification in tree ensembles Optimal arrangements of hyperplanes for SVM-based multiclass classification
Reference 2
- Resolution
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Source-reported events for the cited work
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Observation b5212c88-8e0c-4026-aae1-31c9cc263d16 · outbound
This paper cites A Mathematical Programming Approach to Optimal Classification Forests.
Optimal probabilistic feature shifts for reclassification in tree ensembles A Mathematical Programming Approach to Optimal Classification Forests
Reference 3
- Resolution
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Source-reported events for the cited work
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Observation 21ed2b08-573b-4a83-bca1-f1e21707158e · outbound
This paper cites On minimal extended representations of generalized power cones.
Optimal probabilistic feature shifts for reclassification in tree ensembles On minimal extended representations of generalized power cones
Reference 4
- Resolution
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Source-reported events for the cited work
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Observation 16629931-e12f-4f3c-ba00-4fbeb2d339f8 · outbound
This paper cites Revisiting several problems and algorithms in continuous location with ℓτ norms.
Optimal probabilistic feature shifts for reclassification in tree ensembles Revisiting several problems and algorithms in continuous location with ℓτ norms
Reference 5
- Resolution
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Source-reported events for the cited work
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Observation c244bb35-9aa0-4db6-9a01-e90ba4fb26f6 · outbound
This paper cites Generating collec- tive counterfactual explanations in score-based classification via mathematical optimization.
Optimal probabilistic feature shifts for reclassification in tree ensembles Generating collec- tive counterfactual explanations in score-based classification via mathematical optimization
Reference 6
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3e1ad8f6-ec71-4c23-89c1-78fedbb84d64 · outbound
This paper cites Extracting tree-structured representations of trained networks.
Optimal probabilistic feature shifts for reclassification in tree ensembles Extracting tree-structured representations of trained networks
Reference 7
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d01bfeee-ce2f-4b4a-815c-86ed15ac83b4 · outbound
This paper cites Multi-objective counter- factual explanations, in: International Conference on Parallel Problem Solving from Nature, Springer.
Optimal probabilistic feature shifts for reclassification in tree ensembles Multi-objective counter- factual explanations, in: International Conference on Parallel Problem Solving from Nature, Springer
Reference 8
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2a6471d6-6083-413b-9258-39aec005fd5d · outbound
This paper cites Obesity level estimation software based on decision trees.
Optimal probabilistic feature shifts for reclassification in tree ensembles Obesity level estimation software based on decision trees
Reference 9
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 20051cf9-69b5-4432-8f73-be5cda1533d6 · outbound
This paper cites Robust counter- factual explanations for tree-based ensembles, in: International conference on machine learning, PMLR.
Optimal probabilistic feature shifts for reclassification in tree ensembles Robust counter- factual explanations for tree-based ensembles, in: International conference on machine learning, PMLR
Reference 10
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ba2a6593-7d6d-439a-b3c0-e6790e0c2ce4 · outbound
This paper cites New algorithmic framework for conditional value at risk: Application to stochastic fixed-charge transportation.
Optimal probabilistic feature shifts for reclassification in tree ensembles New algorithmic framework for conditional value at risk: Application to stochastic fixed-charge transportation
Reference 11
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 715283dd-e501-44cd-9a7a-cb92875b3399 · outbound
This paper cites Conditional value-at-risk beyond finance: a survey.
Optimal probabilistic feature shifts for reclassification in tree ensembles Conditional value-at-risk beyond finance: a survey
Reference 12
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8b208908-1a59-4ade-96dc-d46d218ff397 · outbound
This paper cites Capturing users’ reality: A novel approach to generate coherent counterfactual explanations.
Optimal probabilistic feature shifts for reclassification in tree ensembles Capturing users’ reality: A novel approach to generate coherent counterfactual explanations
Reference 13
- Resolution
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Source-reported events for the cited work
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Observation aa186a78-476f-4ae6-bb87-d3722ccaa4cb · outbound
This paper cites Sick and de- pressed? the causal impact of a diabetes diagnosis on depression.
Optimal probabilistic feature shifts for reclassification in tree ensembles Sick and de- pressed? the causal impact of a diabetes diagnosis on depression
Reference 14
- Resolution
- verified fuzzy
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Source-reported events for the cited work
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Observation 982255dc-652c-4e0d-a865-795052223de0 · outbound
This paper cites Shutting down to save lives: A regression discontinuity analysis of non-essential business closure.
Optimal probabilistic feature shifts for reclassification in tree ensembles Shutting down to save lives: A regression discontinuity analysis of non-essential business closure
Reference 15
- Resolution
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Source-reported events for the cited work
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Observation afaf28ab-1e70-48b2-b6a5-1ab3d9774052 · outbound
This paper cites Counterfactual explanations and how to find them: liter- ature review and benchmarking.
Optimal probabilistic feature shifts for reclassification in tree ensembles Counterfactual explanations and how to find them: liter- ature review and benchmarking
Reference 16
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2939b227-a9b0-4021-a287-af12e478eefa · outbound
This paper cites Distribution- aware counterfactual explanation by mixed-integer linear optimization.
Optimal probabilistic feature shifts for reclassification in tree ensembles Distribution- aware counterfactual explanation by mixed-integer linear optimization
Reference 17
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b21ffbc5-adc3-4801-95cc-d919d5323e0f · outbound
This paper cites an unresolved cited work.
Optimal probabilistic feature shifts for reclassification in tree ensembles Unresolved cited work
Reference 18
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0f4a9c17-2bab-4da6-957c-24b61169cc4f · outbound
This paper cites Extracting decision trees from trained neural networks.
Optimal probabilistic feature shifts for reclassification in tree ensembles Extracting decision trees from trained neural networks
Reference 19
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 79390734-37f6-4166-b78e-8946176e7b2b · outbound
This paper cites A risk-averse two-stage stochastic programming model for a joint multi-item capacitated line balancing and lot-sizing problem.
Optimal probabilistic feature shifts for reclassification in tree ensembles A risk-averse two-stage stochastic programming model for a joint multi-item capacitated line balancing and lot-sizing problem
Reference 20
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3ae708b0-5819-4c08-a82e-159c493b8460 · outbound
This paper cites Risk-averse two- stage stochastic programming for assembly line reconfiguration with dynamic lot sizes.
Optimal probabilistic feature shifts for reclassification in tree ensembles Risk-averse two- stage stochastic programming for assembly line reconfiguration with dynamic lot sizes
Reference 21
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 97a07748-52f8-44b1-bee2-7eb8360f6b4a · outbound
This paper cites Artificial intelligence and black-box medical decisions: accuracy versus explainability.
Optimal probabilistic feature shifts for reclassification in tree ensembles Artificial intelligence and black-box medical decisions: accuracy versus explainability
Reference 22
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7a0bccc0-2573-4e83-8029-93135ad4802e · outbound
This paper cites Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers.
Optimal probabilistic feature shifts for reclassification in tree ensembles Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers
Reference 23
- Resolution
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Source-reported events for the cited work
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Observation 5c066203-556a-4197-9620-71437a4c141f · outbound
This paper cites Optimal counterfactual explanations in tree ensembles, in: International conference on machine learning, PMLR.
Optimal probabilistic feature shifts for reclassification in tree ensembles Optimal counterfactual explanations in tree ensembles, in: International conference on machine learning, PMLR
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:17:35.970540Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 769f5bc7-c228-4632-afbd-8867cd862307 · outbound
This paper cites Revisiting k-sum optimization.
Optimal probabilistic feature shifts for reclassification in tree ensembles Revisiting k-sum optimization
Reference 25
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5a22e348-5e2c-4261-b426-68fdc96439ea · outbound
This paper cites In- terpretable machine learning: Fundamental principles and 10 grand challenges.
Optimal probabilistic feature shifts for reclassification in tree ensembles In- terpretable machine learning: Fundamental principles and 10 grand challenges
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:17:35.930636Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5183e37d-9fb2-45f3-967f-7b1267ecff66 · outbound
This paper cites Interpretable counterfactual explanations guided by prototypes, in: Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Springer.
Optimal probabilistic feature shifts for reclassification in tree ensembles Interpretable counterfactual explanations guided by prototypes, in: Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Springer
Reference 27
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ef66beff-c3b3-4577-b268-f4a2bcff9756 · outbound
This paper cites Counterfactual explanations and algorithmic recourses for machine learning: A review.
Optimal probabilistic feature shifts for reclassification in tree ensembles Counterfactual explanations and algorithmic recourses for machine learning: A review
Reference 28
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2fca4247-e2cf-4223-88ff-a76d19f0a65b · outbound
This paper cites A survey of l1 regression.
Optimal probabilistic feature shifts for reclassification in tree ensembles A survey of l1 regression
Reference 29
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 23029be5-748b-452c-bc5e-a99f85888d39 · outbound
This paper cites Robust regression and lasso.
Optimal probabilistic feature shifts for reclassification in tree ensembles Robust regression and lasso
Reference 30
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
No inbound Pith citation observations are available.