Regression

Conditional Density Estimation with Histogram Trees NeurIPS 2024 Conformalized Adaptive Forecasting of Heterogeneous Trajectories ICML 2024 Conformalized Deep Splines for Optimal and Efficient Prediction Sets AISTATS 2024 Conformal Prediction via Regression-as-Classification ICLR 2024 Conformal Prediction with Learned Features ICML 2024 Connected Speech-Based Cognitive Assessment in Chinese and English Interspeech 2024 Contrastive Learning Drug Response Models from Natural Language Supervision IJCAI 2024 Contrastive losses as generalized models of global epistasis NeurIPS 2024 Controllable Sentence Simplification in Swedish Using Control Prefixes and Mined Paraphrases COLING 2024 Convergence of Online Learning Algorithm for a Mixture of Multiple Linear Regressions ICML 2024 Coresets for Multiple ℓ_p Regression ICML 2024 CREAD: A Classification-Restoration Framework with Error Adaptive Discretization for Watch Time Prediction in Video Recommender Systems AAAI 2024 Cross-Lingual Examination of Language Features and Cognitive Scores From Free Speech COLING 2024 Cross-Linguistic Intelligibility of Non-Compositional Expressions in Spoken Context Interspeech 2024 CrowdDiff: Multi-hypothesis Crowd Density Estimation using Diffusion Models CVPR 2024 CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns NeurIPS 2024 Daisy at WASSA 2024 Empathy and Personality Shared Task: A Quick Exploration on Emotional Pattern of Empathy and Distress ACL 2024 Data subsampling for Poisson regression with pth-root-link NeurIPS 2024 DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting NeurIPS 2024 Decorrelated Variable Importance JMLR 2024 Deep blind arterial input function: signal correction in perfusion cardiac magnetic resonance MIDL 2024 Deep Generative Model based Rate-Distortion for Image Downscaling Assessment CVPR 2024 DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction NeurIPS 2024 Deep Nonparametric Quantile Regression under Covariate Shift JMLR 2024 Deep Plug-and-Play Nighttime Non-Blind Deblurring With Saturated Pixel Handling Schemes WACV 2024