binary classifier

Never mind the metrics---what about the uncertainty? Visualising binary confusion matrix metric distributions to put performance in perspective ICML 2023 On Translations between ML Models for XAI Purposes IJCAI 2023 Active Learning of Classifiers with Label and Seed Queries NeurIPS 2022 Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary Classifiers NeurIPS 2022 Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling EMNLP 2022 Iterative Sound Source Localization for Unknown Number of Sources Interspeech 2022 Metric-Fair Classifier Derandomization ICML 2022 NLP DI at NADI Shared Task Subtask-1: Sub-word Level Convolutional Neural Models and Pre-trained Binary Classifiers for Dialect Identification EMNLP 2022 Open World Classification with Adaptive Negative Samples EMNLP 2022 Decentralized Attribution of Generative Models ICLR 2021 Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks AAAI 2021 Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier with Application to Real-Time Information Filtering on the Web NeurIPS 2020 A Variational Approach for Learning from Positive and Unlabeled Data NeurIPS 2020 Extractive Summarization System for Annual Reports COLING 2020 Gandalf: An Intelligent, End-To-End Analytics Service for Safe Deployment in Large-Scale Cloud Infrastructure NSDI 2020 Generating Diverse Translations via Weighted Fine-tuning and Hypotheses Filtering for the Duolingo STAPLE Task ACL 2020 Learning from Positive and Unlabeled Data with Arbitrary Positive Shift NeurIPS 2020 Mitigating Overfitting in Supervised Classification from Two Unlabeled Datasets: A Consistent Risk Correction Approach AISTATS 2020 Online Positive and Unlabeled Learning IJCAI 2020 On Log-Loss Scores and (No) Privacy EMNLP 2020 Positive Unlabeled Learning with Class-prior Approximation IJCAI 2020 Predicting Modality in Financial Dialogue COLING 2020 Learning Attribute-Specific Representations for Visual Tracking AAAI 2019 Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder Interspeech 2019 On the Minimal Supervision for Training Any Binary Classifier from Only Unlabeled Data ICLR 2019