Regression

Neur2BiLO: Neural Bilevel Optimization NeurIPS 2024 Neural Additive Models for Location Scale and Shape: A Framework for Interpretable Neural Regression Beyond the Mean AISTATS 2024 Neural ATSM: Fully Neural Network-based Adaptive Time-Scale Modification Using Sentence-Specific Dynamic Control Interspeech 2024 Neural Inverse Source Problem CoRL 2024 Neural Markov Random Field for Stereo Matching CVPR 2024 Neural Persistence Dynamics NeurIPS 2024 Neural Refinement for Absolute Pose Regression with Feature Synthesis CVPR 2024 Neuromorphic Event Signal-Driven Network for Video De-raining AAAI 2024 NLP-LISAC at SemEval-2024 Task 1: Transformer-based approaches for Determining Semantic Textual Relatedness SemEval 2024 NLU-STR at SemEval-2024 Task 1: Generative-based Augmentation and Encoder-based Scoring for Semantic Textual Relatedness SemEval 2024 No Double Descent in Principal Component Regression: A High-Dimensional Analysis ICML 2024 Noise-Aware Differentially Private Regression via Meta-Learning NeurIPS 2024 Nonparametric Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks JMLR 2024 Nonparametric Regression for 3D Point Cloud Learning JMLR 2024 Nonparametric Regression Using Over-parameterized Shallow ReLU Neural Networks JMLR 2024 No-Regret Bandit Exploration based on Soft Tree Ensemble Model NeurIPS 2024 Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning EMNLP 2024 Nuclear Fusion Diamond Polishing Dataset NeurIPS 2024 Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting NeurIPS 2024 Omnipredictors for regression and the approximate rank of convex functions COLT 2024 On Convex Optimization with Semi-Sensitive Features COLT 2024 One-hot Generalized Linear Model for Switching Brain State Discovery ICLR 2024 One Sample Fits All: Approximating All Probabilistic Values Simultaneously and Efficiently NeurIPS 2024 One Step of Gradient Descent is Provably the Optimal In-Context Learner with One Layer of Linear Self-Attention ICLR 2024 On Hypothesis Transfer Learning of Functional Linear Models ICML 2024