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binary classifier

60 papers

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Co-occurring keywords

binary classification (678) text classification (6793) positive-unlabeled learning (69) deep neural network (1803) roc curve (46) positive unlabeled learning (35) confidence calibration (183) feature learning (1311) semi-supervised learning (2341) representation learning (6206)

Papers

Active Learning of Classifiers with Label and Seed Queries NIPS 2022
Metric-Fair Classifier Derandomization ICML 2022
Iterative Sound Source Localization for Unknown Number of Sources INTERSPEECH 2022
Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary Classifiers NIPS 2022
C3PO: A Lightweight Copying Mechanism for Translating Pseudocode to Code IJCNLP 2022
Open World Classification with Adaptive Negative Samples EMNLP 2022
UAlberta at SemEval 2022 Task 2: Leveraging Glosses and Translations for Multilingual Idiomaticity Detection NAACL 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
Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks AAAI 2021
Noobs at Semeval-2021 Task 4: Masked Language Modeling for abstract answer prediction ACL 2021
Online Positive and Unlabeled Learning IJCAI 2020
Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier with Application to Real-Time Information Filtering on the Web NIPS 2020
A Variational Approach for Learning from Positive and Unlabeled Data NIPS 2020
Gandalf: An Intelligent, End-To-End Analytics Service for Safe Deployment in Large-Scale Cloud Infrastructure NSDI 2020
Extractive Summarization System for Annual Reports COLING 2020
Predicting Modality in Financial Dialogue COLING 2020
Mitigating Overfitting in Supervised Classification from Two Unlabeled Datasets: A Consistent Risk Correction Approach AISTATS 2020
Positive Unlabeled Learning with Class-prior Approximation IJCAI 2020
Learning from Positive and Unlabeled Data with Arbitrary Positive Shift NIPS 2020
Generating Diverse Translations via Weighted Fine-tuning and Hypotheses Filtering for the Duolingo STAPLE Task ACL 2020
On Log-Loss Scores and (No) Privacy EMNLP 2020
Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder INTERSPEECH 2019
Random deep neural networks are biased towards simple functions NIPS 2019
Learning Attribute-Specific Representations for Visual Tracking AAAI 2019
Residual Unfairness in Fair Machine Learning from Prejudiced Data ICML 2018