Regression

Task-Based Learning via Task-Oriented Prediction Network with Applications in Finance IJCAI 2020 Team MLU@CL-SciSumm20: Methods for Computational Linguistics Scientific Citation Linkage EMNLP 2020 Tencent submission for WMT20 Quality Estimation Shared Task EMNLP 2020 Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction AAAI 2020 Tensor Completion Made Practical NeurIPS 2020 Tensor denoising and completion based on ordinal observations ICML 2020 Tensor Regression Networks JMLR 2020 The Complete Lasso Tradeoff Diagram NeurIPS 2020 The Cost-free Nature of Optimally Tuning Tikhonov Regularizers and Other Ordered Smoothers ICML 2020 The Devil is in the Detail: A Framework for Macroscopic Prediction via Microscopic Models NeurIPS 2020 The Generalized Lasso with Nonlinear Observations and Generative Priors NeurIPS 2020 The Gradient Complexity of Linear Regression COLT 2020 The Implicit Regularization of Ordinary Least Squares Ensembles AISTATS 2020 The Implicit Regularization of Stochastic Gradient Flow for Least Squares ICML 2020 The Maximum Separation Subspace in Sufficient Dimension Reduction with Categorical Response JMLR 2020 The Optimal Ridge Penalty for Real-world High-dimensional Data Can Be Zero or Negative due to the Implicit Ridge Regularization JMLR 2020 The Statistical Cost of Robust Kernel Hyperparameter Turning NeurIPS 2020 The Strong Screening Rule for SLOPE NeurIPS 2020 TMUOU Submission for WMT20 Quality Estimation Shared Task EMNLP 2020 To BERT or not to BERT: Comparing Speech and Language-Based Approaches for Alzheimer’s Disease Detection Interspeech 2020 Toward Explainable Fashion Recommendation WACV 2020 Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers COLING 2020 Travel Time Prediction on Un-Monitored Roads: A Spatial Factorization Machine Based Approach (Student Abstract) AAAI 2020 Truncated Linear Regression in High Dimensions NeurIPS 2020 TSDG: Content-aware Neural Response Generation with Two-stage Decoding Process EMNLP 2020