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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Improved Robust Algorithms for Learning with Discriminative Feature Feedback AISTATS 2023
AUC-based Selective Classification AISTATS 2023
Fair Representation Learning with Unreliable Labels AISTATS 2023
Smoothly Giving up: Robustness for Simple Models AISTATS 2023
Robust and Agnostic Learning of Conditional Distributional Treatment Effects AISTATS 2023
Clustering High-dimensional Data with Ordered Weighted $\ell_1$ Regularization AISTATS 2023
Density Ratio Estimation and Neyman Pearson Classification with Missing Data AISTATS 2023
Mediated Uncoupled Learning and Validation with Bregman Divergences: Loss Family with Maximal Generality AISTATS 2023
Ideal Abstractions for Decision-Focused Learning AISTATS 2023
Point-Teaching: Weakly Semi-supervised Object Detection with Point Annotations AAAI 2023
Is GPT-3 a Good Data Annotator? ACL 2023
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training EMNLP 2023
Causal Intervention and Counterfactual Reasoning for Multi-modal Fake News Detection ACL 2023
Learning Action Conditions from Instructional Manuals for Instruction Understanding ACL 2023
Balanced Off-Policy Evaluation for Personalized Pricing AISTATS 2023
Distributionally Robust Policy Gradient for Offline Contextual Bandits AISTATS 2023
Learning Treatment Effects from Observational and Experimental Data AISTATS 2023
Complete Instances Mining for Weakly Supervised Instance Segmentation IJCAI 2023
Discriminative-Invariant Representation Learning for Unbiased Recommendation IJCAI 2023
Learning to Learn from Corrupted Data for Few-Shot Learning IJCAI 2023
Stochastic Feature Averaging for Learning with Long-Tailed Noisy Labels IJCAI 2023
CTW: Confident Time-Warping for Time-Series Label-Noise Learning IJCAI 2023
Imbalanced Node Classification Beyond Homophilic Assumption IJCAI 2023
Test Time Adaptation With Regularized Loss for Weakly Supervised Salient Object Detection CVPR 2023
Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining EMNLP 2023