Regression

RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework AAAI 2020 RNA Secondary Structure Prediction By Learning Unrolled Algorithms ICLR 2020 Robust guarantees for learning an autoregressive filter ALT 2020 Robust high dimensional learning for Lipschitz and convex losses JMLR 2020 Robust Low-Rank Discovery of Data-Driven Partial Differential Equations AAAI 2020 Robust Meta-learning for Mixed Linear Regression with Small Batches NeurIPS 2020 Robust modal regression with direct gradient approximation of modal regression risk UAI 2020 Robust Pitch Regression with Voiced/Unvoiced Classification in Nonstationary Noise Environments Interspeech 2020 Robust Regression for Safe Exploration in Control L4DC 2020 Safe-Bayesian Generalized Linear Regression AISTATS 2020 Safe screening rules for L0-regression from Perspective Relaxations ICML 2020 SalSAC: A Video Saliency Prediction Model with Shuffled Attentions and Correlation-Based ConvLSTM AAAI 2020 Sample complexity and effective dimension for regression on manifolds NeurIPS 2020 Sample Complexity Bounds for RNNs with Application to Combinatorial Graph Problems (Student Abstract) AAAI 2020 Scalable Feature Selection for (Multitask) Gradient Boosted Trees AISTATS 2020 Scalable Gaussian Process Regression Networks IJCAI 2020 Scalable Variational Bayesian Kernel Selection for Sparse Gaussian Process Regression AAAI 2020 Scaling Autoregressive Video Models ICLR 2020 Scaling up Kernel Ridge Regression via Locality Sensitive Hashing AISTATS 2020 SChuBERT: Scholarly Document Chunks with BERT-encoding boost Citation Count Prediction. EMNLP 2020 Self-Trained Deep Ordinal Regression for End-to-End Video Anomaly Detection CVPR 2020 SemEval-2020 Task 3: Graded Word Similarity in Context SemEval 2020 SemEval-2020 Task 7: Assessing Humor in Edited News Headlines SemEval 2020 Semi-parametric Learning of Structured Temporal Point Processes JMLR 2020 Semi-Supervised Neural Architecture Search NeurIPS 2020