Supervised Learning

Distilling Effective Supervision From Severe Label Noise CVPR 2020 Does Face Recognition Accuracy Get Better With Age? Deep Face Matchers Say No WACV 2020 Encoding Physical Constraints in Differentiable Newton-Euler Algorithm L4DC 2020 Error-Bounded Correction of Noisy Labels ICML 2020 FEARLESS STEPS Challenge (FS-2): Supervised Learning with Massive Naturalistic Apollo Data Interspeech 2020 Generalized and Scalable Optimal Sparse Decision Trees ICML 2020 Group-Wise Dynamic Dropout Based on Latent Semantic Variations AAAI 2020 Guessing the Age of Acquisition of Italian Lemmas through Linear Regression EMNLP 2020 Hate Speech Detection in Saudi Twittersphere: A Deep Learning Approach COLING 2020 High-dimensional Linear Discriminant Analysis Classifier for Spiked Covariance Model JMLR 2020 Human Consensus-Oriented Image Captioning IJCAI 2020 ID3 Learns Juntas for Smoothed Product Distributions COLT 2020 IGT2P: From Interlinear Glossed Texts to Paradigms EMNLP 2020 Knowing Right from Wrong: Should We Use More Complex Models for Automatic Short-Answer Scoring in Bahasa Indonesia? EMNLP 2020 Label Distribution for Learning with Noisy Labels IJCAI 2020 Learning from Noisy Labels via Discrepant Collaborative Training WACV 2020 Learning in situ: a randomized experiment in video streaming NSDI 2020 Learning Interpretable Models in the Property Specification Language IJCAI 2020 Learning with Unsure Responses AAAI 2020 Linear Antisymmetric Recurrent Neural Networks L4DC 2020 LTG-ST at NADI Shared Task 1: Arabic Dialect Identification using a Stacking Classifier COLING 2020 LXPER Index 2.0: Improving Text Readability Assessment Model for L2 English Students in Korea AACL 2020 Minimal Learning Machine: Theoretical Results and Clustering-Based Reference Point Selection JMLR 2020 Neural Conversational QA: Learning to Reason vs Exploiting Patterns EMNLP 2020 Neural Temporal Opinion Modelling for Opinion Prediction on Twitter ACL 2020