bias reduction

A Reduction to Binary Approach for Debiasing Multiclass Datasets NeurIPS 2022 BR-SNIS: Bias Reduced Self-Normalized Importance Sampling NeurIPS 2022 Information-Theoretic Bias Reduction via Causal View of Spurious Correlation AAAI 2022 Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling AAAI 2022 Supervising Model Attention with Human Explanations for Robust Natural Language Inference AAAI 2022 Can Information Flows Suggest Targets for Interventions in Neural Circuits? NeurIPS 2021 Debiased Visual Question Answering from Feature and Sample Perspectives NeurIPS 2021 FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders ICLR 2021 Gaussian Approximation for Bias Reduction in Q-Learning JMLR 2021 Optimal Estimation of High Dimensional Smooth Additive Function Based on Noisy Observations ICML 2021 Quantifying and Reducing Bias in Maximum Likelihood Estimation of Structured Anomalies ICML 2021 Stochastic Bias-Reduced Gradient Methods NeurIPS 2021 Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training EMNLP 2020 DeltaGrad: Rapid retraining of machine learning models ICML 2020 Enhancing Nearest Neighbor Based Entropy Estimator for High Dimensional Distributions via Bootstrapping Local Ellipsoid AAAI 2020 NestedVAE: Isolating Common Factors via Weak Supervision CVPR 2020 Reducing Unintended Identity Bias in Russian Hate Speech Detection EMNLP 2020 Stretching the Effectiveness of MLE from Accuracy to Bias for Pairwise Comparisons AISTATS 2020 WinoGrande: An Adversarial Winograd Schema Challenge at Scale AAAI 2020 Identifying and Reducing Gender Bias in Word-Level Language Models NAACL 2019 REPAIR: Removing Representation Bias by Dataset Resampling CVPR 2019 RUBi: Reducing Unimodal Biases for Visual Question Answering NeurIPS 2019 Consistent On-Line Off-Policy Evaluation ICML 2017 Modeling Bias Reduction Strategies in a Biased Agent IJCAI 2017 Bias Reduction and Metric Learning for Nearest-Neighbor Estimation of Kullback-Leibler Divergence AISTATS 2014