Statistical Learning

Kernel Partial Correlation Coefficient --- a Measure of Conditional Dependence JMLR 2022 KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models EMNLP 2022 k-Rater Reliability: The Correct Unit of Reliability for Aggregated Human Annotations ACL 2022 KSD Aggregated Goodness-of-fit Test NeurIPS 2022 Label Errors in BANKING77 ACL 2022 Label Ranking through Nonparametric Regression ICML 2022 Last Iterate Risk Bounds of SGD with Decaying Stepsize for Overparameterized Linear Regression ICML 2022 Lazy Estimation of Variable Importance for Large Neural Networks ICML 2022 Learning Causal Models from Conditional Moment Restrictions by Importance Weighting ICLR 2022 Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces NeurIPS 2022 Learning GMMs with Nearly Optimal Robustness Guarantees COLT 2022 Learning Mixed Multinomial Logits with Provable Guarantees NeurIPS 2022 Learning Mixtures of Linear Dynamical Systems ICML 2022 Learning Mixtures of Random Utility Models with Features from Incomplete Preferences IJCAI 2022 Learning Pareto-Efficient Decisions with Confidence AISTATS 2022 Learning Proposals for Practical Energy-Based Regression AISTATS 2022 Learning Sparse Fixed-Structure Gaussian Bayesian Networks AISTATS 2022 Learning Stochastic Shortest Path with Linear Function Approximation ICML 2022 Learning the Structure of Large Networked Systems Obeying Conservation Laws NeurIPS 2022 Learning (Very) Simple Generative Models Is Hard NeurIPS 2022 Learning with convolution and pooling operations in kernel methods NeurIPS 2022 Learning with little mixing NeurIPS 2022 Learning with metric losses COLT 2022 Least Squares Estimation using Sketched Data with Heteroskedastic Errors ICML 2022 Lexical stress in Spanish word segmentation Interspeech 2022