Regression

Augmented Experiment in Material Engineering Using Machine Learning AAAI 2021 Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting ICLR 2021 A Unified Framework for Planning with Learned Neural Network Transition Models AAAI 2021 A Unified Framework for Random Forest Prediction Error Estimation JMLR 2021 Automatic Extraction of Speech Rhythm Descriptors for Speech Intelligibility Assessment in the Context of Head and Neck Cancers Interspeech 2021 Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting ICML 2021 A Vector-Based Representation to Enhance Head Pose Estimation WACV 2021 A Wasserstein Minimax Framework for Mixed Linear Regression ICML 2021 BAST: Bayesian Additive Regression Spanning Trees for Complex Constrained Domain NeurIPS 2021 Batch Value-function Approximation with Only Realizability ICML 2021 Bayesian Nonparametric Space Partitions: A Survey IJCAI 2021 Benign Overfitting of Constant-Stepsize SGD for Linear Regression COLT 2021 Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification NeurIPS 2021 Beyond the Signs: Nonparametric Tensor Completion via Sign Series NeurIPS 2021 Bipartite Matching for Crowd Counting with Point Supervision IJCAI 2021 Bounding Causal Effects on Continuous Outcome AAAI 2021 Break-It-Fix-It: Unsupervised Learning for Program Repair ICML 2021 Calibration tests beyond classification ICLR 2021 Cambridge at SemEval-2021 Task 1: An Ensemble of Feature-Based and Neural Models for Lexical Complexity Prediction SemEval 2021 CapsuleRRT: Relationships-Aware Regression Tracking via Capsules CVPR 2021 Cardinality-Regularized Hawkes-Granger Model NeurIPS 2021 CcGAN: Continuous Conditional Generative Adversarial Networks for Image Generation ICLR 2021 Changes in Glottal Source Parameter Values with Light to Moderate Physical Load Interspeech 2021 Classification vs regression in overparameterized regimes: Does the loss function matter? JMLR 2021 Closing the BIG-LID: An Effective Local Intrinsic Dimensionality Defense for Nonlinear Regression Poisoning IJCAI 2021