Regression

Taming heavy-tailed features by shrinkage AISTATS 2021 Team_KGP at SemEval-2021 Task 7: A Deep Neural System to Detect Humor and Offense with Their Ratings in the Text Data SemEval 2021 Team ReadMe at CMCL 2021 Shared Task: Predicting Human Reading Patterns by Traditional Oculomotor Control Models and Machine Learning NAACL 2021 Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting AAAI 2021 Testing Conditional Independence via Quantile Regression Based Partial Copulas JMLR 2021 Test-time Collective Prediction NeurIPS 2021 Textgraphs-15 Shared Task System Description : Multi-Hop Inference Explanation Regeneration by Matching Expert Ratings NAACL 2021 The Benefits of Implicit Regularization from SGD in Least Squares Problems NeurIPS 2021 The Decoupled Extended Kalman Filter for Dynamic Exponential-Family Factorization Models JMLR 2021 The Earth Mover’s Pinball Loss: Quantiles for Histogram-Valued Regression ICML 2021 The Impact of Forced-Alignment Errors on Automatic Pronunciation Evaluation Interspeech 2021 The neural moving average model for scalable variational inference of state space models UAI 2021 The Optimality of Polynomial Regression for Agnostic Learning under Gaussian Marginals in the SQ Model COLT 2021 The Ridgelet Prior: A Covariance Function Approach to Prior Specification for Bayesian Neural Networks JMLR 2021 The Sample Complexity of Meta Sparse Regression AISTATS 2021 The statistical advantage of automatic NLG metrics at the system level ACL 2021 Time-Aware Ancient Chinese Text Translation and Inference ACL 2021 Time Delay Estimation for Speaker Localization Using CNN-Based Parametrized GCC-PHAT Features Interspeech 2021 Topological Attention for Time Series Forecasting NeurIPS 2021 TorontoCL at CMCL 2021 Shared Task: RoBERTa with Multi-Stage Fine-Tuning for Eye-Tracking Prediction NAACL 2021 To The Point: Correspondence-driven monocular 3D category reconstruction NeurIPS 2021 Toward Genre Adapted Closed Captioning Interspeech 2021 Towards a Better Understanding of VR Sickness: Physical Symptom Prediction for VR Contents AAAI 2021 Towards More Fine-grained and Reliable NLP Performance Prediction EACL 2021 Towards the Prediction of the Vocal Tract Shape from the Sequence of Phonemes to be Articulated Interspeech 2021