Regression

Principal Components Bias in Over-parameterized Linear Models, and its Manifestation in Deep Neural Networks JMLR 2022 Private Isotonic Regression NeurIPS 2022 Projected Statistical Methods for Distributional Data on the Real Line with the Wasserstein Metric JMLR 2022 Projection Predictive Inference for Generalized Linear and Additive Multilevel Models AISTATS 2022 PromptShots at the FinNLP-2022 ERAI Task: Pairwise Comparison and Unsupervised Ranking EMNLP 2022 PROSPECT: Labeled Tandem Mass Spectrometry Dataset for Machine Learning in Proteomics NeurIPS 2022 Provably tuning the ElasticNet across instances NeurIPS 2022 Public Data-Assisted Mirror Descent for Private Model Training ICML 2022 PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation NeurIPS 2022 Pushing the Envelope of Gradient Boosting Forests via Globally-Optimized Oblique Trees CVPR 2022 Pyraformer: Low-Complexity Pyramidal Attention for Long-Range Time Series Modeling and Forecasting ICLR 2022 Quality Estimation via Backtranslation at the WMT 2022 Quality Estimation Task EMNLP 2022 Quantile regression with ReLU Networks: Estimators and minimax rates JMLR 2022 Quantized Training of Gradient Boosting Decision Trees NeurIPS 2022 QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Query NeurIPS 2022 Random Mapping Method for Large-Scale Terrain Modeling AAAI 2022 RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression ICML 2022 RCL: Recurrent Continuous Localization for Temporal Action Detection CVPR 2022 Reducing Energy Consumption of Pressure Sensor Calibration Using Polynomial HyperNetworks with Fourier Features AAAI 2022 Refined Convergence Rates for Maximum Likelihood Estimation under Finite Mixture Models ICML 2022 Regularized Modal Regression on Markov-Dependent Observations: A Theoretical Assessment AAAI 2022 Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting AAAI 2022 Relative Acoustic Features for Distance Estimation in Smart-Homes Interspeech 2022 Residual bootstrap exploration for stochastic linear bandit UAI 2022 Response Timing Estimation for Spoken Dialog System using Dialog Act Estimation Interspeech 2022