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Selection bias

Papers archive 2025-07-28

archive papers tagged: 365 · with a code link: 143 · where Syntology ran a sample: 33 (29 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (33 of 365 tagged: 29 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)

Page 4 of 4: papers 301 to 365 of 365, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Latent Adversarial Debiasing: Mitigating Collider Bias in Deep Neural Networks
  19 Nov 2020 0 repositories listed
• Client Selection in Federated Learning: Convergence Analysis and Power-of-Choice Selection Strategies
  3 Oct 2020 0 repositories listed
• Learning Classifiers under Delayed Feedback with a Time Window Assumption
  28 Sep 2020 0 repositories listed
• Matching in Selective and Balanced Representation Space for Treatment Effects Estimation
  15 Sep 2020 0 repositories listed
• Action similarity judgment based on kinematic primitives
  30 Aug 2020 0 repositories listed
• Treatment Effects with Targeting Instruments
  20 Jul 2020 0 repositories listed
• Balance-Subsampled Stable Prediction
  8 Jun 2020 0 repositories listed
• Instrumental Variables with Treatment-Induced Selection: Exact Bias Results
  19 May 2020 0 repositories listed
• Learning Disentangled Representations for CounterFactual Regression
  1 May 2020 0 repositories listed
• Minimizing Interference and Selection Bias in Network Experiment Design
  15 Apr 2020 0 repositories listed
• Weighted Empirical Risk Minimization: Sample Selection Bias Correction based on Importance Sampling
  12 Feb 2020 0 repositories listed
• Correcting for Selection Bias in Learning-to-rank Systems
  29 Jan 2020 0 repositories listed
• Low-Complexity Methods for Estimation After Parameter Selection
  28 Jan 2020 0 repositories listed
• A Primer on Domain Adaptation
  27 Jan 2020 0 repositories listed
• A semi-supervised learning framework for quantitative structure-activity regression modelling
  7 Jan 2020 0 repositories listed
• Reducing Selection Bias in Counterfactual Reasoning for Individual Treatment Effects Estimation
  19 Dec 2019 0 repositories listed
• VAT tax gap prediction: a 2-steps Gradient Boosting approach
  8 Dec 2019 0 repositories listed
• Unlocking Fairness: a Trade-off Revisited
  1 Dec 2019 0 repositories listed
• Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview
  9 Nov 2019 0 repositories listed
• Group Average Treatment Effects for Observational Studies
  7 Nov 2019 0 repositories listed
• Fairness Violations and Mitigation under Covariate Shift
  2 Nov 2019 0 repositories listed
• Large-scale Causal Approaches to Debiasing Post-click Conversion Rate Estimation with Multi-task Learning
  16 Oct 2019 0 repositories listed
• Entire Space Multi-Task Modeling via Post-Click Behavior Decomposition for Conversion Rate Prediction
  15 Oct 2019 0 repositories listed
• Co-Mining: Deep Face Recognition With Noisy Labels
  1 Oct 2019 0 repositories listed
• AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks
  24 Jul 2019 0 repositories listed
• Adjustment Criteria for Recovering Causal Effects from Missing Data
  2 Jul 2019 0 repositories listed
• Statistical Learning from Biased Training Samples
  28 Jun 2019 0 repositories listed
• Are sample means in multi-armed bandits positively or negatively biased?
  27 May 2019 0 repositories listed
• Learning from Positive and Unlabeled Data with a Selection Bias
  1 May 2019 0 repositories listed
• Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach
  4 Feb 2019 0 repositories listed
• On the bias, risk and consistency of sample means in multi-armed bandits
  2 Feb 2019 0 repositories listed
• Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias
  2 Jan 2019 0 repositories listed
• Selection and the Distribution of Female Hourly Wages in the U.S
  21 Dec 2018 0 repositories listed
• Uniform Convergence Bounds for Codec Selection
  18 Dec 2018 0 repositories listed
• A Simple Way to Deal with Cherry-picking
  11 Oct 2018 0 repositories listed
• Unknown Examples & Machine Learning Model Generalization
  24 Aug 2018 0 repositories listed
• Learning under selective labels in the presence of expert consistency
  2 Jul 2018 0 repositories listed
• Importance Weighted Generative Networks
  7 Jun 2018 0 repositories listed
• Causal programming: inference with structural causal models as finding instances of a relation
  4 May 2018 0 repositories listed
• Inference on a Distribution from Noisy Draws
  13 Mar 2018 0 repositories listed
• Learning Optimal Policies from Observational Data
  23 Feb 2018 0 repositories listed
• Bayesian Nonparametric Causal Inference: Information Rates and Learning Algorithms
  24 Dec 2017 0 repositories listed
• Causally Regularized Learning with Agnostic Data Selection Bias
  22 Aug 2017 0 repositories listed
• Nonparametric Marginal Analysis of Recurrent Events Data under Competing Risks
  6 Jul 2017 0 repositories listed
• A Comparison of Resampling and Recursive Partitioning Methods in Random Forest for Estimating the Asymptotic Variance Using the Infinitesimal Jackknife
  19 Jun 2017 0 repositories listed
• Selective Inference for Change Point Detection in Multi-dimensional Sequences
  1 Jun 2017 0 repositories listed
• Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods
  19 Jan 2017 0 repositories listed
• Unbiased split variable selection for random survival forests using maximally selected rank statistics
  11 May 2016 0 repositories listed
• Reliable Baselines for Sentiment Analysis in Resource-Limited Languages: The Serbian Movie Review Dataset
  1 May 2016 0 repositories listed
• Selective Inference Approach for Statistically Sound Predictive Pattern Mining
  15 Feb 2016 0 repositories listed
• Learning From Missing Data Using Selection Bias in Movie Recommendation
  30 Sep 2015 0 repositories listed
• Distinguishing cause from effect using observational data: methods and benchmarks
  11 Dec 2014 0 repositories listed
• A Likelihood Ratio Framework for High Dimensional Semiparametric Regression
  6 Dec 2014 0 repositories listed
• Robust Classification Under Sample Selection Bias
  1 Dec 2014 0 repositories listed
• PLUTO: Penalized Unbiased Logistic Regression Trees
  25 Nov 2014 0 repositories listed
• Proof Supplement - Learning Sparse Causal Models is not NP-hard (UAI2013)
  6 Nov 2014 0 repositories listed
• Selection Bias, Label Bias, and Bias in Ground Truth
  1 Aug 2014 0 repositories listed
• Selection Bias Correction and Effect Size Estimation under Dependence
  16 May 2014 0 repositories listed
• Every LWF and AMP chain graph originates from a set of causal models
  10 Dec 2013 0 repositories listed
• Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising
  1 Dec 2013 0 repositories listed
• On Estimating Many Means, Selection Bias, and the Bootstrap
  15 Nov 2013 0 repositories listed
• Learning Sparse Causal Models is not NP-hard
  26 Sep 2013 0 repositories listed
• Error AMP Chain Graphs
  28 Jun 2013 0 repositories listed
• Marginal AMP Chain Graphs
  3 May 2013 0 repositories listed
• Towards Ultrahigh Dimensional Feature Selection for Big Data
  24 Sep 2012 0 repositories listed