binary classification

Probabilistic Invariant Learning with Randomized Linear Classifiers NeurIPS 2023 PUe: Biased Positive-Unlabeled Learning Enhancement by Causal Inference NeurIPS 2023 QUADRo: Dataset and Models for QUestion-Answer Database Retrieval EMNLP 2023 Random Feature Amplification: Feature Learning and Generalization in Neural Networks JMLR 2023 Realistic Synthetic Financial Transactions for Anti-Money Laundering Models NeurIPS 2023 Regression with Cost-based Rejection NeurIPS 2023 Representer Point Selection for Explaining Regularized High-dimensional Models ICML 2023 Risk Bounds for Positive-Unlabeled Learning Under the Selected At Random Assumption JMLR 2023 Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data UAI 2023 SimpleNet: A Simple Network for Image Anomaly Detection and Localization CVPR 2023 TCE: A Test-Based Approach to Measuring Calibration Error UAI 2023 Temporal Label Smoothing for Early Event Prediction ICML 2023 The Adversarial Consistency of Surrogate Risks for Binary Classification NeurIPS 2023 Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables ICML 2023 The Role of Codeword-to-Class Assignments in Error-Correcting Codes: An Empirical Study AISTATS 2023 The Zipfian Challenge: Learning the statistical fingerprint of natural languages CoNLL 2023 Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation ICLR 2023 Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign? NeurIPS 2023 Voice Passing : a Non-Binary Voice Gender Prediction System for evaluating Transgender voice transition Interspeech 2023 Active Learning of Classifiers with Label and Seed Queries NeurIPS 2022 A Dataset for Efforts Towards Achieving the Sustainable Development Goal of Safe Working Environments NeurIPS 2022 A Forward Approach for Sufficient Dimension Reduction in Binary Classification JMLR 2022 Amsqr at SemEval-2022 Task 4: Towards AutoNLP via Meta-Learning and Adversarial Data Augmentation for PCL Detection SemEval 2022 An Evaluation of Binary Comparative Lexical Complexity Models NAACL 2022 AraBEM at WANLP 2022 Shared Task: Propaganda Detection in Arabic Tweets EMNLP 2022