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Classification

15,805 papers

Papers per year

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Papers

Simple vs Oversampling-based Classification Methods for Fine Grained Arabic Dialect Identification in Twitter COLING 2020
Faheem at NADI shared task: Identifying the dialect of Arabic tweet COLING 2020
LTG-ST at NADI Shared Task 1: Arabic Dialect Identification using a Stacking Classifier COLING 2020
Calibrated Surrogate Losses for Adversarially Robust Classification COLT 2020
Proper Learning, Helly Number, and an Optimal SVM Bound COLT 2020
ID3 Learns Juntas for Smoothed Product Distributions COLT 2020
Efficient, Noise-Tolerant, and Private Learning via Boosting COLT 2020
The Influence of Shape Constraints on the Thresholding Bandit Problem COLT 2020
PAC learning with stable and private predictions COLT 2020
Learning Halfspaces with Massart Noise Under Structured Distributions COLT 2020
Algorithms and SQ Lower Bounds for PAC Learning One-Hidden-Layer ReLU Networks COLT 2020
Embedding Dimension of Polyhedral Losses COLT 2020
Noise-tolerant, Reliable Active Classification with Comparison Queries COLT 2020
Efficient improper learning for online logistic regression COLT 2020
A Nearly Optimal Variant of the Perceptron Algorithm for the Uniform Distribution on the Unit Sphere COLT 2020
Modeling Subjective Assessments of Guilt in Newspaper Crime Narratives CONLL 2020
Finding The Right One and Resolving it CONLL 2020
Identifying robust markers of Parkinson’s disease in typing behaviour using a CNN-LSTM network CONLL 2020
Learning to Discriminate Information for Online Action Detection CVPR 2020
Seeing the World in a Bag of Chips CVPR 2020
GPS-Net: Graph Property Sensing Network for Scene Graph Generation CVPR 2020
Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density Networks CVPR 2020
Inflated Episodic Memory With Region Self-Attention for Long-Tailed Visual Recognition CVPR 2020
Improving Confidence Estimates for Unfamiliar Examples CVPR 2020
Composing Good Shots by Exploiting Mutual Relations CVPR 2020