Regression

Analyzing Tree Architectures in Ensembles via Neural Tangent Kernel ICLR 2023 An Annotated Graph Model with Differential Degree Heterogeneity for Directed Networks JMLR 2023 Anchor Data Augmentation NeurIPS 2023 A Nearly-Optimal Bound for Fast Regression with ℓ_∞ Guarantee ICML 2023 A New PHO-rmula for Improved Performance of Semi-Structured Networks ICML 2023 An Explainable Forecasting System for Humanitarian Needs Assessment AAAI 2023 An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks AAAI 2023 An Image Quality Assessment Dataset for Portraits CVPR 2023 A Non-parametric View of FedAvg and FedProx:Beyond Stationary Points JMLR 2023 A no-reference speech quality assessment method based on neural network with densely connected convolutional architecture Interspeech 2023 Anytime Model Selection in Linear Bandits NeurIPS 2023 Approximate Post-Selective Inference for Regression with the Group LASSO JMLR 2023 A Privacy-Friendly Approach to Data Valuation NeurIPS 2023 A Question of Style: A Dataset for Analyzing Formality on Different Levels EACL 2023 Are Gaussian Data All You Need? The Extents and Limits of Universality in High-Dimensional Generalized Linear Estimation ICML 2023 Are Transformers Effective for Time Series Forecasting? AAAI 2023 ArgAnalysis35K : A large-scale dataset for Argument Quality Analysis ACL 2023 A Robust and Scalable Stacked Ensemble for Day-Ahead Forecasting of Distribution Network Losses AAAI 2023 A Statistical Learning Take on the Concordance Index for Survival Analysis AISTATS 2023 A step towards understanding why classification helps regression ICCV 2023 Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing Old Data in Nonstationary Environments AISTATS 2023 A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression NeurIPS 2023 A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty JMLR 2023 AutoGluon–TimeSeries: AutoML for Probabilistic Time Series Forecasting AutoML 2023 Automatic assessments of dysarthric speech: the usability of acoustic-phonetic features Interspeech 2023