SOTAVerified

Selection bias

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 365 papers

TitleStatusHype
Improving Heterogeneous Model Reuse by Density EstimationCode0
Using representation balancing to learn conditional-average dose responses from clustered dataCode0
Robust Difference-in-differences ModelsCode0
Falsification before Extrapolation in Causal Effect EstimationCode0
Bias Reduction via Cooperative Bargaining in Synthetic Graph Dataset GenerationCode0
Pre-training of Graph Augmented Transformers for Medication RecommendationCode0
BOBA: Byzantine-Robust Federated Learning with Label SkewnessCode0
Bounding Counterfactuals under Selection BiasCode0
Going Beyond Popularity and Positivity Bias: Correcting for Multifactorial Bias in Recommender SystemsCode0
CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-JudgesCode0
Addressing Selection Bias in Computerized Adaptive Testing: A User-Wise Aggregate Influence Function ApproachCode0
On the Value of Cross-Modal Misalignment in Multimodal Representation LearningCode0
ESCM^2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate EstimationCode0
Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion RateCode0
Adversarial Balancing-based Representation Learning for Causal Effect Inference with Observational DataCode0
Grab the Reins of Crowds: Estimating the Effects of Crowd Movement Guidance Using Causal InferenceCode0
Learning Overlapping Representations for the Estimation of Individualized Treatment EffectsCode0
Effects of sampling skewness of the importance-weighted risk estimator on model selectionCode0
Double Robust Semi-Supervised Inference for the Mean: Selection Bias under MAR Labeling with Decaying OverlapCode0
EGEAN: An Exposure-Guided Embedding Alignment Network for Post-Click Conversion EstimationCode0
Differentiable Pareto-Smoothed Weighting for High-Dimensional Heterogeneous Treatment Effect EstimationCode0
Causal Machine Learning for Cost-Effective Allocation of Development AidCode0
Active Structure Learning of Causal DAGs via Directed Clique TreeCode0
Causality and Independence Enhancement for Biased Node ClassificationCode0
DIRAS: Efficient LLM Annotation of Document Relevance in Retrieval Augmented GenerationCode0
Does Interference Exist When Training a Once-For-All Network?Code0
A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way ParallelismCode0
Doubly Calibrated Estimator for Recommendation on Data Missing Not At RandomCode0
Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit FeedbackCode0
Decorrelated Clustering with Data Selection BiasCode0
Active Structure Learning of Causal DAGs via Directed Clique TreesCode0
Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality SelectionCode0
A First Look at Selection Bias in Preference Elicitation for RecommendationCode0
Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun ResolutionCode0
Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech DatasetsCode0
GABInsight: Exploring Gender-Activity Binding Bias in Vision-Language ModelsCode0
Decolonising Data Systems: Using Jyutping or Pinyin as tonal representations of Chinese names for data linkageCode0
Adaptive Unsupervised Self-training for Disfluency DetectionCode0
Augmented prediction of a true class for Positive Unlabeled data under selection biasCode0
Heterogeneous Random ForestCode0
Incentivizing Compliance with Algorithmic InstrumentsCode0
Learning Group Importance using the Differentiable Hypergeometric DistributionCode0
Sparse-Group Boosting with Balanced Selection Frequencies: A Simulation-Based Approach and R ImplementationCode0
Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative ModelsCode0
Deep Counterfactual Networks with Propensity-DropoutCode0
Batch-Mix Negative Sampling for Learning Recommendation RetrieversCode0
Causal Inference from Text: Unveiling Interactions between VariablesCode0
Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian ProcessesCode0
Correcting Sociodemographic Selection Biases for Population Prediction from Social MediaCode0
A Debiased MDI Feature Importance Measure for Random ForestsCode0
Show:102550
← PrevPage 2 of 8Next →

No leaderboard results yet.