Classification

Implicit Regularization in Over-Parameterized Support Vector Machine NeurIPS 2023 Implicit Training of Inference Network Models for Structured Prediction UAI 2023 Improper Multiclass Boosting COLT 2023 Improved Algorithms for Multi-period Multi-class Packing Problems with Bandit Feedback ICML 2023 Improved Approximation for Fair Correlation Clustering AISTATS 2023 Improved Bound on Generalization Error of Compressed KNN Estimator AISTATS 2023 Improved Contextualized Speech Representations for Tonal Analysis Interspeech 2023 Improved Online Learning Algorithms for CTR Prediction in Ad Auctions ICML 2023 Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes AISTATS 2023 Improving Automated Prediction of English Lexical Blends Through the Use of Observable Linguistic Features ACL 2023 Improving Automatic KCD Coding: Introducing the KoDAK and an Optimized Tokenization Method for Korean Clinical Documents ACL 2023 Improving Bias Mitigation through Bias Experts in Natural Language Understanding EMNLP 2023 Improving End-to-End SLU performance with Prosodic Attention and Distillation Interspeech 2023 Improving Expert Predictions with Conformal Prediction ICML 2023 Improving grapheme-to-phoneme conversion by learning pronunciations from speech recordings Interspeech 2023 Improving Image Recognition by Retrieving From Web-Scale Image-Text Data CVPR 2023 Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations AAAI 2023 Improving Long-Text Authorship Verification via Model Selection and Data Tuning EACL 2023 Improving Low Resource Speech Translation with Data Augmentation and Ensemble Strategies ACL 2023 Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis AAAI 2023 Improving Zero-shot Relation Classification via Automatically-acquired Entailment Templates ACL 2023 Incentivizing Recourse through Auditing in Strategic Classification IJCAI 2023 Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers AAAI 2023 In-Context Meta-Learning vs. Semantic Score-Based Similarity: A Comparative Study in Arabic Short Answer Grading EMNLP 2023 Increasing effect sizes of pairwise conditional independence tests between random vectors UAI 2023