Supervised Learning

NeurOpt: Neural network based optimization for building energy management and climate control L4DC 2020 NLPRL System for Very Low Resource Supervised Machine Translation EMNLP 2020 Non-Autoregressive Grammatical Error Correction Toward a Writing Support System AACL 2020 Offset Calibration for Appearance-Based Gaze Estimation via Gaze Decomposition WACV 2020 On Synthesis for Supervised Monaural Speech Separation in Time Domain Interspeech 2020 On the diminishing return of labeling clinical reports EMNLP 2020 Optimal Margin Distribution Machine for Multi-Instance Learning IJCAI 2020 Optimizing Through Learned Errors for Accurate Sports Field Registration WACV 2020 Parameter Optimization for Learning-based Control of Control-Affine Systems L4DC 2020 Predicting and Using Target Length in Neural Machine Translation AACL 2020 Predicting the Topical Stance and Political Leaning of Media using Tweets ACL 2020 Prediction Focused Topic Models via Feature Selection AISTATS 2020 Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems EMNLP 2020 Risk Bounds for Low Cost Bipartite Ranking UAI 2020 Robust high dimensional learning for Lipschitz and convex losses JMLR 2020 ScanMap: Supervised Confounding Aware Non-negative Matrix Factorization for Polygenic Risk Modeling MLHC 2020 SetConv: A New Approach for Learning from Imbalanced Data EMNLP 2020 SIGUA: Forgetting May Make Learning with Noisy Labels More Robust ICML 2020 Steering Distortions to Preserve Classes and Neighbors in Supervised Dimensionality Reduction NeurIPS 2020 Stochastic Loss Function AAAI 2020 Structured Probabilistic End-to-End Learning from Crowds IJCAI 2020 Supervised Adaptation of Sequence-to-Sequence Speech Recognition Systems using Batch-Weighting AACL 2020 Supervised Learning with Background Knowledge PGM 2020 Swimming with the Tide? Positional Claim Detection across Political Text Types EMNLP 2020 Team MLU@CL-SciSumm20: Methods for Computational Linguistics Scientific Citation Linkage EMNLP 2020