Methods › Causal inference › Papers, page 5
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 5 of 7: papers 401 to 500 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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CausalImages: An R Package for Causal Inference with Earth Observation, Bio-medical, and Social Science Images 30 Sep 2023 · 2 repositories · arXiv:2310.00233
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Causal Reasoning: Charting a Revolutionary Course for Next-Generation AI-Native Wireless Networks 23 Sep 2023 · 0 repositories · arXiv:2309.13223
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OpportunityFinder: A Framework for Automated Causal Inference 22 Sep 2023 · 0 repositories · arXiv:2309.13103
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Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments 22 Sep 2023 · 0 repositories · arXiv:2309.13005
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Extracting Physical Causality from Measurements to Detect and Localize False Data Injection Attacks 21 Sep 2023 · 0 repositories · arXiv:2310.10666
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Optimal Treatment Regimes for Proximal Causal Learning 21 Sep 2023 · 0 repositories
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Pairwise Causality Guided Transformers for Event Sequences 21 Sep 2023 · 0 repositories
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PUe: Biased Positive-Unlabeled Learning Enhancement by Causal Inference 21 Sep 2023 · 1 repository
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Toolbox for Multimodal Learn (scikit-multimodallearn) 21 Sep 2023 · 0 repositories
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Toolbox for Multimodal Learn (scikit-multimodallearn) 21 Sep 2023 · 0 repositories
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VaRT: Variational Regression Trees 21 Sep 2023 · 0 repositories
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Partially Specified Causal Simulations 19 Sep 2023 · 0 repositories · arXiv:2309.10514
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Causal Discovery and Counterfactual Explanations for Personalized Student Learning 18 Sep 2023 · 0 repositories · arXiv:2309.13066
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Answering Causal Queries at Layer 3 with DiscoSCMs-Embracing Heterogeneity 17 Sep 2023 · 0 repositories · arXiv:2309.09323
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INTAGS: Interactive Agent-Guided Simulation 4 Sep 2023 · 0 repositories · arXiv:2309.01784
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Artificial Intelligence and Aesthetic Judgment 21 Aug 2023 · 0 repositories · arXiv:2309.12338
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Causal Effect Estimation on Hierarchical Spatial Graph Data 6 Aug 2023 · 1 repository
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Finding Counterfactually Optimal Action Sequences in Continuous State Spaces 6 Jun 2023 · 1 repository · arXiv:2306.03929Syntology 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) · 4 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Intervention Generalization: A View from Factor Graph Models 6 Jun 2023 · 0 repositories · arXiv:2306.04027
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Contagion Effect Estimation Using Proximal Embeddings 4 Jun 2023 · 0 repositories · arXiv:2306.02479
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Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation 25 May 2023 · 1 repository · arXiv:2305.15984
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An Efficient Doubly-Robust Test for the Kernel Treatment Effect 26 Apr 2023 · 0 repositories · arXiv:2304.13237
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Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions 24 Mar 2023 · 1 repository · arXiv:2303.14226Syntology official (archive's flag): 2 ran · 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) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Causal Estimation of Exposure Shifts with Neural Networks 6 Feb 2023 · 1 repository · arXiv:2302.02560
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Causal Falsification of Digital Twins 17 Jan 2023 · 1 repository · arXiv:2301.07210
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PADCLIP: Pseudo-labeling with Adaptive Debiasing in CLIP for Unsupervised Domain Adaptation 1 Jan 2023 · 0 repositories
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Variational Causal Inference Network for Explanatory Visual Question Answering 1 Jan 2023 · 1 repository
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Large-scale nonlinear Granger causality for inferring directed dependence from short multivariate time-series data 9 Apr 2021 · 0 repositories
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Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference 7 Apr 2021 · 1 repository · arXiv:2104.02929
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Multi-Source Causal Inference Using Control Variates 30 Mar 2021 · 0 repositories · arXiv:2103.16689
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SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning over Traffic Events 29 Mar 2021 · 3 repositories · arXiv:2103.15538Syntology community repositories only · 6 ran (of which 1 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) · 3 unverified (of 9 harvested samples) · 2 pointer-only (licence)
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Causal Inference Under Unmeasured Confounding With Negative Controls: A Minimax Learning Approach 25 Mar 2021 · 0 repositories · arXiv:2103.14029
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User-Oriented Smart General AI System under Causal Inference 25 Mar 2021 · 0 repositories · arXiv:2103.14561
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SEMgraph: An R Package for Causal Network Analysis of High-Throughput Data with Structural Equation Models 15 Mar 2021 · 1 repository · arXiv:2103.08332
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Time-uniform central limit theory and asymptotic confidence sequences 11 Mar 2021 · 2 repositories · arXiv:2103.06476
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A Structural Causal Model for MR Images of Multiple Sclerosis 4 Mar 2021 · 1 repository · arXiv:2103.03158
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Oil and Gas Reservoirs Parameters Analysis Using Mixed Learning of Bayesian Networks 2 Mar 2021 · 0 repositories · arXiv:2103.01804
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Confronting Machine Learning With Financial Research 28 Feb 2021 · 0 repositories · arXiv:2103.00366
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Scalable Causal Domain Adaptation 27 Feb 2021 · 1 repository · arXiv:2103.00139
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Case Level Counterfactual Reasoning in Process Mining 25 Feb 2021 · 0 repositories · arXiv:2102.13490
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Online Multi-Armed Bandits with Adaptive Inference 25 Feb 2021 · 0 repositories · arXiv:2102.13202
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A Review of Generalizability and Transportability 23 Feb 2021 · 0 repositories · arXiv:2102.11904
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Towards Causal Representation Learning 22 Feb 2021 · 0 repositories · arXiv:2102.11107
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Causal Mediation Analysis with Hidden Confounders 21 Feb 2021 · 0 repositories · arXiv:2102.11724
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Training a Resilient Q-Network against Observational Interference 18 Feb 2021 · 1 repository · arXiv:2102.09677
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Causal Estimation with Functional Confounders 17 Feb 2021 · 0 repositories · arXiv:2102.08533
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A Critical Look at the Consistency of Causal Estimation With Deep Latent Variable Models 12 Feb 2021 · 0 repositories · arXiv:2102.06648
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Causal Inference for Time series Analysis: Problems, Methods and Evaluation 11 Feb 2021 · 0 repositories · arXiv:2102.05829
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Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge 11 Feb 2021 · 0 repositories · arXiv:2102.06271
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Generating Synthetic Text Data to Evaluate Causal Inference Methods 10 Feb 2021 · 0 repositories · arXiv:2102.05638
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CDS -- Causal Inference with Deep Survival Model and Time-varying Covariates 26 Jan 2021 · 1 repository · arXiv:2101.10643
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Customer Price Sensitivities in Competitive Automobile Insurance Markets 21 Jan 2021 · 0 repositories · arXiv:2101.08551
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Entropic Causal Inference: Identifiability and Finite Sample Results 10 Jan 2021 · 0 repositories · arXiv:2101.03501
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dame-flame: A Python Library Providing Fast Interpretable Matching for Causal Inference 6 Jan 2021 · 1 repository · arXiv:2101.01867
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The Value Added of Machine Learning to Causal Inference: Evidence from Revisited Studies 4 Jan 2021 · 0 repositories · arXiv:2101.00878
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Counterfactual Thinking for Long-tailed Information Extraction 1 Jan 2021 · 0 repositories
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Latent Convergent Cross Mapping 1 Jan 2021 · 0 repositories
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Variational Deterministic Uncertainty Quantification 1 Jan 2021 · 0 repositories
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A Computational Framework for Solving Nonlinear Binary OptimizationProblems in Robust Causal Inference 22 Dec 2020 · 0 repositories · arXiv:2012.12130
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Recognizing Emotion Cause in Conversations 22 Dec 2020 · 1 repository · arXiv:2012.11820
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Affirmative Algorithms: The Legal Grounds for Fairness as Awareness 18 Dec 2020 · 0 repositories · arXiv:2012.14285
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MASSIVE: Tractable and Robust Bayesian Learning of Many-Dimensional Instrumental Variable Models 18 Dec 2020 · 0 repositories · arXiv:2012.10141
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Causality-Aware Neighborhood Methods for Recommender Systems 17 Dec 2020 · 0 repositories · arXiv:2012.09442
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Analysing the Direction of Emotional Influence in Nonverbal Dyadic Communication: A Facial-Expression Study 16 Dec 2020 · 0 repositories · arXiv:2012.08780
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Causal Inference in Geoscience and Remote Sensing from Observational Data 7 Dec 2020 · 0 repositories · arXiv:2012.05150
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Causal Inference in Geosciences with Kernel Sensitivity Maps 7 Dec 2020 · 0 repositories · arXiv:2012.14303
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Optimal Policy Trees 3 Dec 2020 · 0 repositories · arXiv:2012.02279
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Massively Parallel Causal Inference of Whole Brain Dynamics at Single Neuron Resolution 2 Dec 2020 · 1 repository
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On Variational Inference for User Modeling in Attribute-Driven Collaborative Filtering 2 Dec 2020 · 0 repositories · arXiv:2012.01577
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General Transportability of Soft Interventions: Completeness Results 1 Dec 2020 · 0 repositories
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Learning Causal Effects via Weighted Empirical Risk Minimization 1 Dec 2020 · 0 repositories
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Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder 24 Nov 2020 · 0 repositories · arXiv:2011.11878
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Invariant Representation Learning for Treatment Effect Estimation 24 Nov 2020 · 1 repository · arXiv:2011.12379Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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A scoping review of causal methods enabling predictions under hypothetical interventions 19 Nov 2020 · 0 repositories · arXiv:2011.09815
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Split-Treatment Analysis to Rank Heterogeneous Causal Effects for Prospective Interventions 11 Nov 2020 · 0 repositories · arXiv:2011.05877
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Incorporating Causal Effects into Deep Learning Predictions on EHR Data 11 Nov 2020 · 0 repositories · arXiv:2011.05466
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Towards Unifying Feature Attribution and Counterfactual Explanations: Different Means to the Same End 10 Nov 2020 · 1 repository · arXiv:2011.04917
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DoWhy: An End-to-End Library for Causal Inference 9 Nov 2020 · 5 repositories · arXiv:2011.04216Syntology community repositories only · 6 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; 5 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
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Adversarial Counterfactual Learning and Evaluation for Recommender System 8 Nov 2020 · 1 repository · arXiv:2012.02295Syntology official (archive's flag): 1 ran · 1 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; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Causal Autoregressive Flows 4 Nov 2020 · 2 repositories · arXiv:2011.02268
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Doubly Robust Off-Policy Learning on Low-Dimensional Manifolds by Deep Neural Networks 3 Nov 2020 · 0 repositories · arXiv:2011.01797
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Causal Campbell-Goodhart's law and Reinforcement Learning 2 Nov 2020 · 1 repository · arXiv:2011.01010
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Structural Causal Model with Expert Augmented Knowledge to Estimate the Effect of Oxygen Therapy on Mortality in the ICU 28 Oct 2020 · 0 repositories · arXiv:2010.14774
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CaM-Gen:Causally-aware Metric-guided Text Generation 24 Oct 2020 · 0 repositories · arXiv:2010.12795
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Counterfactual Representation Learning with Balancing Weights 23 Oct 2020 · 0 repositories · arXiv:2010.12618
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Causal Discovery using Compression-Complexity Measures 19 Oct 2020 · 1 repository · arXiv:2010.09336
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Poincare: Recommending Publication Venues via Treatment Effect Estimation 19 Oct 2020 · 1 repository · arXiv:2010.09157
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Causal Inference in the Presence of Interference in Sponsored Search Advertising 15 Oct 2020 · 0 repositories · arXiv:2010.07458
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Causal Multi-Level Fairness 14 Oct 2020 · 0 repositories · arXiv:2010.07343
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Comparison between instrumental variable and mediation-based methods for reconstructing causal gene networks in yeast 14 Oct 2020 · 1 repository · arXiv:2010.07417
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Causal Feature Selection with Dimension Reduction for Interpretable Text Classification 9 Oct 2020 · 0 repositories · arXiv:2010.04609
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How and Why to Use Experimental Data to Evaluate Methods for Observational Causal Inference 6 Oct 2020 · 0 repositories · arXiv:2010.03051
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Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect 28 Sep 2020 · 2 repositories · arXiv:2009.12991Syntology official (archive's flag): 1 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
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Targeted VAE: Variational and Targeted Learning for Causal Inference 28 Sep 2020 · 1 repository · arXiv:2009.13472
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Causal Intervention for Weakly-Supervised Semantic Segmentation 26 Sep 2020 · 0 repositories · arXiv:2009.12547
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Adjusting for Confounders with Text: Challenges and an Empirical Evaluation Framework for Causal Inference 21 Sep 2020 · 0 repositories · arXiv:2009.09961
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Latent State Inference in a Spatiotemporal Generative Model 21 Sep 2020 · 0 repositories · arXiv:2009.09823
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Chemical Property Prediction Under Experimental Biases 18 Sep 2020 · 0 repositories · arXiv:2009.08687
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How-to Present News on Social Media: A Causal Analysis of Editing News Headlines for Boosting User Engagement 17 Sep 2020 · 1 repository · arXiv:2009.08100
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Estimating Individual Treatment Effects using Non-Parametric Regression Models: a Review 14 Sep 2020 · 1 repository · arXiv:2009.06472Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 2 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)