Classification

On the Equivalence between Neural Network and Support Vector Machine NeurIPS 2021 On the Importance of Gradients for Detecting Distributional Shifts in the Wild NeurIPS 2021 On the interplay between data structure and loss function in classification problems NeurIPS 2021 On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise ICML 2021 On the proliferation of support vectors in high dimensions AISTATS 2021 On the Use of Context for Predicting Citation Worthiness of Sentences in Scholarly Articles NAACL 2021 OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres ACL 2021 Ontology-Driven Event Type Classification in Images WACV 2021 ON-TRAC’ systems for the IWSLT 2021 low-resource speech translation and multilingual speech translation shared tasks ACL 2021 OpenFraming: Open-sourced Tool for Computational Framing Analysis of Multilingual Data EMNLP 2021 OpenGAN: Open-Set Recognition via Open Data Generation ICCV 2021 Open-Set Recognition with Gaussian Mixture Variational Autoencoders AAAI 2021 Opponent Hand Estimation in the Game of Gin Rummy AAAI 2021 Optimal Decision Trees for Nonlinear Metrics AAAI 2021 Optimized Score Transformation for Consistent Fair Classification JMLR 2021 Optimizing an Automatic Creaky Voice Detection Method for Australian English Speaking Females Interspeech 2021 Optimizing a Supervised Classifier for a Difficult Language Identification Problem EACL 2021 Orthogonal Projection Loss ICCV 2021 OTA: Optimal Transport Assignment for Object Detection CVPR 2021 Out of a Hundred Trials, How Many Errors Does Your Speaker Verifier Make? Interspeech 2021 Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training ACL 2021 Out-of-Vocabulary Words Detection with Attention and CTC Alignments in an End-to-End ASR System Interspeech 2021 PAC Confidence Predictions for Deep Neural Network Classifiers ICLR 2021 PAC-Learning for Strategic Classification ICML 2021 Paired Examples as Indirect Supervision in Latent Decision Models EMNLP 2021