Regression

Panelformer: Sewing Pattern Reconstruction From 2D Garment Images WACV 2024 Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting NeurIPS 2024 Patch2Self2: Self-supervised Denoising on Coresets via Matrix Sketching CVPR 2024 PDENNEval: A Comprehensive Evaluation of Neural Network Methods for Solving PDEs IJCAI 2024 PEACE: A Dataset of Pharmaceutical Care for Cancer Pain Analgesia Evaluation and Medication Decision NeurIPS 2024 Periodicity Decoupling Framework for Long-term Series Forecasting ICLR 2024 Permuted and Unlinked Monotone Regression in R^d: an approach based on mixture modeling and optimal transport JMLR 2024 Physics-informed machine learning as a kernel method COLT 2024 Piecewise Constant and Linear Regression Trees: An Optimal Dynamic Programming Approach ICML 2024 Piecewise regression via mixed-integer programming for MPC L4DC 2024 Pinealai at SemEval-2024 Task 1: Exploring Semantic Relatedness Prediction using Syntactic, TF-IDF, and Distance-Based Features. SemEval 2024 Plug-in Language Model: Controlling Text Generation with a Simple Regression Model NAACL 2024 PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation for Videos CVPR 2024 Policy Learning for Localized Interventions from Observational Data AISTATS 2024 Position: Is machine learning good or bad for the natural sciences? ICML 2024 Post-Regularization Confidence Bands for Ordinary Differential Equations JMLR 2024 Power of knockoff: The impact of ranking algorithm, augmented design, and symmetric statistic JMLR 2024 Precise Accuracy / Robustness Tradeoffs in Regression: Case of General Norms ICML 2024 Precise Model Benchmarking with Only a Few Observations EMNLP 2024 Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach IJCAI 2024 Predicting Item Difficulty and Item Response Time with Scalar-mixed Transformer Encoder Models and Rational Network Regression Heads NAACL 2024 Predicting Machine Translation Performance on Low-Resource Languages: The Role of Domain Similarity EACL 2024 Prediction of CRISPR On-Target Effects via Deep Learning EMNLP 2024 Prediction-Powered Ranking of Large Language Models NeurIPS 2024 PredToken: Predicting Unknown Tokens and Beyond with Coarse-to-Fine Iterative Decoding CVPR 2024