Regression

p-Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets AISTATS 2022 Physics guided neural networks for spatio-temporal super-resolution of turbulent flows UAI 2022 Physics-Informed Implicit Representations of Equilibrium Network Flows NeurIPS 2022 PI3NN: Out-of-distribution-aware Prediction Intervals from Three Neural Networks ICLR 2022 Pixel Screening Based Intermediate Correction for Blind Deblurring CVPR 2022 Poirot at CMCL 2022 Shared Task: Zero Shot Crosslingual Eye-Tracking Data Prediction using Multilingual Transformer Models ACL 2022 Policy Learning for Optimal Individualized Dose Intervals AISTATS 2022 PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions ICLR 2022 Polynomial-Time Sum-of-Squares Can Robustly Estimate Mean and Covariance of Gaussians Optimally ALT 2022 PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits NeurIPS 2022 Precise Learning Curves and Higher-Order Scalings for Dot-product Kernel Regression NeurIPS 2022 Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution NeurIPS 2022 Predicting Difficulty and Discrimination of Natural Language Questions ACL 2022 Predicting Emotional Intensity in Political Debates via Non-verbal Signals Interspeech 2022 Predicting label distribution improves non-intrusive speech quality estimation Interspeech 2022 Predicting Levels of Household Electricity Consumption in Low-Access Settings WACV 2022 Predicting Long-Term Citations from Short-Term Linguistic Influence EMNLP 2022 Predicting pairwise preferences between TTS audio stimuli using parallel ratings data and anti-symmetric twin neural networks Interspeech 2022 Predicting RNA Mutation Effects through Machine Learning of High-Throughput Ribozyme Experiments (Student Abstract) AAAI 2022 Prediction of L2 speech proficiency based on multi-level linguistic features Interspeech 2022 Predictive State Propensity Subclassification (PSPS): A causal inference algorithm for data-driven propensity score stratification CLeaR 2022 Predictive Student Modelling in an Online Reading Platform AAAI 2022 PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model AAAI 2022 PreQuEL: Quality Estimation of Machine Translation Outputs in Advance EMNLP 2022 Pre-trained Speech Representations as Feature Extractors for Speech Quality Assessment in Online Conferencing Applications Interspeech 2022