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Selection bias

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TitleStatusHype
RecFlow: An Industrial Full Flow Recommendation DatasetCode2
Open-LLM-Leaderboard: From Multi-choice to Open-style Questions for LLMs Evaluation, Benchmark, and ArenaCode2
Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate EstimationCode1
Treatment Outcome Prediction for Intracerebral Hemorrhage via Generative Prognostic Model with Imaging and Tabular DataCode1
Bias and Debias in Recommender System: A Survey and Future DirectionsCode1
Discovering and Explaining the Non-Causality of Deep Learning in SAR ATRCode1
Large Language Models Are Not Robust Multiple Choice SelectorsCode1
An Information-theoretic Approach to Distribution ShiftsCode1
Unifying Online and Counterfactual Learning to RankCode1
Unmasking the Mask -- Evaluating Social Biases in Masked Language ModelsCode1
Mathematical Capabilities of ChatGPTCode1
Gradient Imitation Reinforcement Learning for Low Resource Relation ExtractionCode1
Difference-in-Differences with a Continuous TreatmentCode1
DiffPO: A causal diffusion model for learning distributions of potential outcomesCode1
EVOS: Efficient Implicit Neural Training via EVOlutionary SelectorCode1
ESAM: Discriminative Domain Adaptation with Non-Displayed Items to Improve Long-Tail PerformanceCode1
Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection BiasCode1
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and MetricsCode1
Exploring Transformer Backbones for Heterogeneous Treatment Effect EstimationCode1
Uncovering Main Causalities for Long-tailed Information ExtractionCode1
A Constraint-Based Algorithm For Causal Discovery with Cycles, Latent Variables and Selection BiasCode1
What Makes ImageNet Look Unlike LAIONCode1
PanNuke Dataset Extension, Insights and BaselinesCode1
SurvTRACE: Transformers for Survival Analysis with Competing EventsCode1
Matched sample selection with GANs for mitigating attribute confoundingCode1
Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the CentroidCode1
A Constructive GAN-based Approach to Exact Estimate Treatment Effect without Matching—0
Causal Interventions-based Few-Shot Named Entity Recognition—0
A Model-based Multi-Agent Personalized Short-Video Recommender System—0
An Analysis of Selection Bias Issue for Online Advertising—0
AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks—0
Addressing Distribution Shift in RTB Markets via Exponential Tilting—0
Causally Regularized Learning with Agnostic Data Selection Bias—0
A Likelihood Ratio Framework for High Dimensional Semiparametric Regression—0
Addressing Blind Guessing: Calibration of Selection Bias in Multiple-Choice Question Answering by Video Language Models—0
Algorithms are not neutral: Bias in collaborative filtering—0
Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias—0
Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach—0
Causal Interpretation of Linear Social Interaction Models with Endogenous Networks—0
Causal programming: inference with structural causal models as finding instances of a relation—0
A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction—0
A Flexible Defense Against the Winner's Curse—0
A Systematic Review of Machine Learning Approaches for Detecting Deceptive Activities on Social Media: Methods, Challenges, and Biases—0
Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study—0
Automatic Debiased Learning from Positive, Unlabeled, and Exposure Data—0
Balance-Subsampled Stable Prediction—0
Can SGD Select Good Fishermen? Local Convergence under Self-Selection Biases and Beyond—0
A Causal Perspective on Loan Pricing: Investigating the Impacts of Selection Bias on Identifying Bid-Response Functions—0
Bayesian Nonparametric Causal Inference: Information Rates and Learning Algorithms—0
A Nonresponse Bias Correction using Nonrandom Followup with an Application to the Gender Entrepreneurship Gap—0
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