Methods › Causal inference › Papers, page 3
Causal inference
Papers archive 2025-07-28
archive papers tagged: 694 · with a code link: 218 · where Syntology ran a sample: 56 (49 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (56 of 694 tagged: 49 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)
Page 3 of 7: papers 201 to 300 of 694, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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TC-LLaVA: Rethinking the Transfer from Image to Video Understanding with Temporal Considerations 5 Sep 2024 · 0 repositories · arXiv:2409.03206
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Estimating Heterogenous Treatment Effects for Survival Data with Doubly Doubly Robust Estimator 2 Sep 2024 · 0 repositories · arXiv:2409.01412
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Causal Reasoning in Software Quality Assurance: A Systematic Review 30 Aug 2024 · 0 repositories · arXiv:2408.17183
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Estimating Conditional Average Treatment Effects via Sufficient Representation Learning 30 Aug 2024 · 0 repositories · arXiv:2408.17053
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See or Guess: Counterfactually Regularized Image Captioning 29 Aug 2024 · 1 repository · arXiv:2408.16809
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Can Transformers Do Enumerative Geometry? 27 Aug 2024 · 1 repository · arXiv:2408.14915Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Causal Rule Forest: Toward Interpretable and Precise Treatment Effect Estimation 27 Aug 2024 · 0 repositories · arXiv:2408.15055
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Using LLMs for Explaining Sets of Counterfactual Examples to Final Users 27 Aug 2024 · 1 repository · arXiv:2408.15133
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DynamicRouteGPT: A Real-Time Multi-Vehicle Dynamic Navigation Framework Based on Large Language Models 26 Aug 2024 · 0 repositories · arXiv:2408.14185
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General targeted machine learning for modern causal mediation analysis 26 Aug 2024 · 1 repository · arXiv:2408.14620
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Measuring Variable Importance in Heterogeneous Treatment Effects with Confidence 23 Aug 2024 · 1 repository · arXiv:2408.13002
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Multi-Treatment Multi-Task Uplift Modeling for Enhancing User Growth 23 Aug 2024 · 0 repositories · arXiv:2408.12803
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Towards Deconfounded Image-Text Matching with Causal Inference 22 Aug 2024 · 0 repositories · arXiv:2408.12292
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End-to-End Cost-Effective Incentive Recommendation under Budget Constraint with Uplift Modeling 21 Aug 2024 · 0 repositories · arXiv:2408.11623
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SPORTSCausal: Spill-Over Time Series Causal Inference 21 Aug 2024 · 0 repositories · arXiv:2408.11951
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Counterfactual and Synthetic Control Method: Causal Inference with Instrumented Principal Component Analysis 17 Aug 2024 · 1 repository · arXiv:2408.09271
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Multi-task Heterogeneous Graph Learning on Electronic Health Records 14 Aug 2024 · 1 repository · arXiv:2408.07569Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Causal Graph Aided Causal Discovery in an Observational Aneurysmal Subarachnoid Hemorrhage Study 12 Aug 2024 · 0 repositories · arXiv:2408.06464
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Peer-induced Fairness: A Causal Approach for Algorithmic Fairness Auditing 5 Aug 2024 · 1 repository · arXiv:2408.02558
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A Multi-class Ride-hailing Service Subsidy System Utilizing Deep Causal Networks 4 Aug 2024 · 0 repositories · arXiv:2408.02065
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Identification and Inference for Synthetic Control Methods with Spillover Effects: Estimating the Economic Cost of the Sudan Split 1 Aug 2024 · 0 repositories · arXiv:2408.00291
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Methodological Foundations of Modern Causal Inference in Social Science Research 31 Jul 2024 · 0 repositories · arXiv:2408.00032
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MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts 31 Jul 2024 · 0 repositories · arXiv:2407.21770
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Potential weights and implicit causal designs in linear regression 30 Jul 2024 · 0 repositories · arXiv:2407.21119
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Domain Adaptable Prescriptive AI Agent for Enterprise 29 Jul 2024 · 0 repositories · arXiv:2407.20447
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Large Language Models as Co-Pilots for Causal Inference in Medical Studies 26 Jul 2024 · 0 repositories · arXiv:2407.19118
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Causal modelling without introducing counterfactuals or abstract distributions 24 Jul 2024 · 0 repositories · arXiv:2407.17385
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Establishing Causal Relationship Between Whole Slide Image Predictions and Diagnostic Evidence Subregions in Deep Learning 24 Jul 2024 · 0 repositories · arXiv:2407.17157
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Causal Inference with Complex Treatments: A Survey 19 Jul 2024 · 0 repositories · arXiv:2407.14022
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Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity 18 Jul 2024 · 0 repositories · arXiv:2407.13514
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Discriminative and Consistent Representation Distillation 16 Jul 2024 · 1 repository · arXiv:2407.11802
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An Introduction to Causal Discovery 11 Jul 2024 · 0 repositories · arXiv:2407.08602
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Causal inference through multi-stage learning and doubly robust deep neural networks 11 Jul 2024 · 0 repositories · arXiv:2407.08560
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A Critical Review of Causal Reasoning Benchmarks for Large Language Models 10 Jul 2024 · 0 repositories · arXiv:2407.08029
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Advancements in Recommender Systems: A Comprehensive Analysis Based on Data, Algorithms, and Evaluation 10 Jul 2024 · 0 repositories · arXiv:2407.18937
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Identifying Macro Conditional Independencies and Macro Total Effects in Summary Causal Graphs with Latent Confounding 10 Jul 2024 · 0 repositories · arXiv:2407.07934
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Towards Context-Aware Emotion Recognition Debiasing from a Causal Demystification Perspective via De-confounded Training 6 Jul 2024 · 0 repositories · arXiv:2407.04963
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The Computational Curse of Big Data for Bayesian Additive Regression Trees: A Hitting Time Analysis 28 Jun 2024 · 1 repository · arXiv:2406.19958
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Compositional Models for Estimating Causal Effects 25 Jun 2024 · 0 repositories · arXiv:2406.17714
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Causal Inference with Latent Variables: Recent Advances and Future Prospectives 20 Jun 2024 · 0 repositories · arXiv:2406.13966
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Integrating Fuzzy Logic with Causal Inference: Enhancing the Pearl and Neyman-Rubin Methodologies 19 Jun 2024 · 0 repositories · arXiv:2406.13731
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LLMs Are Prone to Fallacies in Causal Inference 18 Jun 2024 · 0 repositories · arXiv:2406.12158
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Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs 18 Jun 2024 · 0 repositories · arXiv:2406.12807
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Spillover Detection for Donor Selection in Synthetic Control Models 17 Jun 2024 · 0 repositories · arXiv:2406.11399
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Standardizing Structural Causal Models 17 Jun 2024 · 1 repository · arXiv:2406.11601Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
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Causal Post-Processing of Predictive Models 13 Jun 2024 · 0 repositories · arXiv:2406.09567
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Causality for Tabular Data Synthesis: A High-Order Structure Causal Benchmark Framework 12 Jun 2024 · 1 repository · arXiv:2406.08311Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Orthogonalized Estimation of Difference of Q-functions 12 Jun 2024 · 0 repositories · arXiv:2406.08697
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Test-Time Fairness and Robustness in Large Language Models 11 Jun 2024 · 0 repositories · arXiv:2406.07685
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G-Transformer: Counterfactual Outcome Prediction under Dynamic and Time-varying Treatment Regimes 8 Jun 2024 · 0 repositories · arXiv:2406.05504
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Experimental Evaluation of ROS-Causal in Real-World Human-Robot Spatial Interaction Scenarios 7 Jun 2024 · 0 repositories · arXiv:2406.04955
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Inferring the time-varying coupling of dynamical systems with temporal convolutional autoencoders 5 Jun 2024 · 1 repository · arXiv:2406.03212
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Reconciling Heterogeneous Effects in Causal Inference 5 Jun 2024 · 0 repositories · arXiv:2406.03575
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A Tutorial on Doubly Robust Learning for Causal Inference 2 Jun 2024 · 0 repositories · arXiv:2406.00853
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A Scoping Review of Earth Observation and Machine Learning for Causal Inference: Implications for the Geography of Poverty 30 May 2024 · 1 repository · arXiv:2406.02584
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A Causal Framework for Evaluating Deferring Systems 29 May 2024 · 1 repository · arXiv:2405.18902Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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SIG: Efficient Self-Interpretable Graph Neural Network for Continuous-time Dynamic Graphs 29 May 2024 · 1 repository · arXiv:2405.19062
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Synthetic Potential Outcomes and Causal Mixture Identifiability 29 May 2024 · 0 repositories · arXiv:2405.19225
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Is machine learning good or bad for the natural sciences? 28 May 2024 · 1 repository · arXiv:2405.18095
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Multi-CATE: Multi-Accurate Conditional Average Treatment Effect Estimation Robust to Unknown Covariate Shifts 28 May 2024 · 0 repositories · arXiv:2405.18206
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Smoke and Mirrors in Causal Downstream Tasks 27 May 2024 · 1 repository · arXiv:2405.17151
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A Counterfactual Analysis of the Dishonest Casino 24 May 2024 · 0 repositories · arXiv:2405.15120
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Learning Invariant Causal Mechanism from Vision-Language Models 24 May 2024 · 0 repositories · arXiv:2405.15289Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Exploring the use of a Large Language Model for data extraction in systematic reviews: a rapid feasibility study 23 May 2024 · 0 repositories · arXiv:2405.14445
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Causal Inference with Cocycles 22 May 2024 · 1 repository · arXiv:2405.13844
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The Logic of Counterfactuals and the Epistemology of Causal Inference 18 May 2024 · 0 repositories · arXiv:2405.11284
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Causality in the Can: Diet Coke's Impact on Fatness 17 May 2024 · 0 repositories · arXiv:2405.10746
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Enhancing Airline Customer Satisfaction: A Machine Learning and Causal Analysis Approach 15 May 2024 · 0 repositories · arXiv:2405.09076
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A Brief Introduction to Causal Inference in Machine Learning 14 May 2024 · 1 repository · arXiv:2405.08793
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CIER: A Novel Experience Replay Approach with Causal Inference in Deep Reinforcement Learning 14 May 2024 · 0 repositories · arXiv:2405.08380
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Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial Interference 13 May 2024 · 0 repositories · arXiv:2405.08174
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Semi-supervised Anomaly Detection via Adaptive Reinforcement Learning-Enabled Method with Causal Inference for Sensor Signals 11 May 2024 · 1 repository · arXiv:2405.06925
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Causal inference approach to appraise long-term effects of maintenance policy on functional performance of asphalt pavements 6 May 2024 · 0 repositories · arXiv:2405.10329
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Deep Learning for Causal Inference: A Comparison of Architectures for Heterogeneous Treatment Effect Estimation 6 May 2024 · 0 repositories · arXiv:2405.03130
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Out-of-Distribution Adaptation in Offline RL: Counterfactual Reasoning via Causal Normalizing Flows 6 May 2024 · 0 repositories · arXiv:2405.03892
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A causal inference approach of monosynapses from spike trains 5 May 2024 · 0 repositories · arXiv:2405.02786
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Metalearners for Ranking Treatment Effects 3 May 2024 · 0 repositories · arXiv:2405.02183
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A deep causal inference model for fully-interpretable travel behaviour analysis 2 May 2024 · 0 repositories · arXiv:2405.01708
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ALCM: Autonomous LLM-Augmented Causal Discovery Framework 2 May 2024 · 0 repositories · arXiv:2405.01744
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Designing Algorithmic Recommendations to Achieve Human-AI Complementarity 2 May 2024 · 0 repositories · arXiv:2405.01484
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Does Financial Literacy Impact Investment Participation and Retirement Planning in Japan? 2 May 2024 · 0 repositories · arXiv:2405.01078
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Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference 30 Apr 2024 · 1 repository · arXiv:2404.19620Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 1 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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Estimating Heterogeneous Treatment Effects with Item-Level Outcome Data: Insights from Item Response Theory 30 Apr 2024 · 0 repositories · arXiv:2405.00161
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A General Causal Inference Framework for Cross-Sectional Observational Data 28 Apr 2024 · 0 repositories · arXiv:2404.18197
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Trust Dynamics and Market Behavior in Cryptocurrency: A Comparative Study of Centralized and Decentralized Exchanges 26 Apr 2024 · 1 repository · arXiv:2404.17227
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Neyman Meets Causal Machine Learning: Experimental Evaluation of Individualized Treatment Rules 25 Apr 2024 · 1 repository · arXiv:2404.17019
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Collaborative Heterogeneous Causal Inference Beyond Meta-analysis 24 Apr 2024 · 0 repositories · arXiv:2404.15746
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Disentangling ID and Modality Effects for Session-based Recommendation 19 Apr 2024 · 1 repository · arXiv:2404.12969
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CausalMed: Causality-Based Personalized Medication Recommendation Centered on Patient health state 18 Apr 2024 · 1 repository · arXiv:2404.12228
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Causal Inference for Genomic Data with Multiple Heterogeneous Outcomes 14 Apr 2024 · 0 repositories · arXiv:2404.09119
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CGNSDE: Conditional Gaussian Neural Stochastic Differential Equation for Modeling Complex Systems and Data Assimilation 10 Apr 2024 · 1 repository · arXiv:2404.06749
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Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training 9 Apr 2024 · 1 repository · arXiv:2404.06287Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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Context-dependent Causality (the Non-Nonotonic Case) 7 Apr 2024 · 0 repositories · arXiv:2404.05021
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Propensity Score Alignment of Unpaired Multimodal Data 2 Apr 2024 · 1 repository · arXiv:2404.01595Syntology official (archive's flag): 5 ran · 5 ran (of which 5 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 5 samples that ran constructed an object rather than computing a result (of 6 harvested samples) · 6 pointer-only (licence)
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Predictive Performance Comparison of Decision Policies Under Confounding 1 Apr 2024 · 1 repository · arXiv:2404.00848Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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C-XGBoost: A tree boosting model for causal effect estimation 31 Mar 2024 · 1 repository · arXiv:2404.00751
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Causal Inference for Human-Language Model Collaboration 30 Mar 2024 · 1 repository · arXiv:2404.00207
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De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts 28 Mar 2024 · 0 repositories · arXiv:2403.19539
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Causal-StoNet: Causal Inference for High-Dimensional Complex Data 27 Mar 2024 · 1 repository · arXiv:2403.18994Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Semi-Supervised Learning for Deep Causal Generative Models 27 Mar 2024 · 1 repository · arXiv:2403.18717