Regression

Hierarchical Lattice Layer for Partially Monotone Neural Networks NeurIPS 2022 Hierarchical Shrinkage: Improving the accuracy and interpretability of tree-based models. ICML 2022 High-dimensional Additive Gaussian Processes under Monotonicity Constraints NeurIPS 2022 HkAmsters at CMCL 2022 Shared Task: Predicting Eye-Tracking Data from a Gradient Boosting Framework with Linguistic Features ACL 2022 How Good Are Low-Rank Approximations in Gaussian Process Regression? AAAI 2022 HuaAMS at SemEval-2022 Task 8: Combining Translation and Domain Pre-training for Cross-lingual News Article Similarity SemEval 2022 Huber Additive Models for Non-stationary Time Series Analysis ICLR 2022 Human-Robot Commensality: Bite Timing Prediction for Robot-Assisted Feeding in Groups CoRL 2022 HW-TSC at SemEval-2022 Task 3: A Unified Approach Fine-tuned on Multilingual Pretrained Model for PreTENS SemEval 2022 HW-TSC at SemEval-2022 Task 7: Ensemble Model Based on Pretrained Models for Identifying Plausible Clarifications SemEval 2022 ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations MLHC 2022 Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging ICML 2022 Implicit Bias of the Step Size in Linear Diagonal Neural Networks ICML 2022 Implicit kernel meta-learning using kernel integral forms UAI 2022 Implicit Parameter-free Online Learning with Truncated Linear Models ALT 2022 Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning ICML 2022 Improved rates for prediction and identification of partially observed linear dynamical systems ALT 2022 Improving Task-Specific Generalization in Few-Shot Learning via Adaptive Vicinal Risk Minimization NeurIPS 2022 Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm ICML 2022 Inferring Lexicographically-Ordered Rewards from Preferences AAAI 2022 Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality NeurIPS 2022 In-Hand Gravitational Pivoting Using Tactile Sensing CoRL 2022 Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees NeurIPS 2022 Instance Dependent Regret Analysis of Kernelized Bandits ICML 2022 Instrumental Variable Regression with Confounder Balancing ICML 2022