generalized linear model

Communication-efficient Distributed Statistical Inference for Massive Data with Heterogeneous Auxiliary Information JMLR 2026 Aggregating Data for Optimal Learning UAI 2025 Can Transformers Learn Full Bayesian Inference in Context? ICML 2025 Corruption-Robust Variance-aware Algorithms for Generalized Linear Bandits under Heavy-tailed Rewards UAI 2025 Inferring Change Points in High-Dimensional Regression via Approximate Message Passing JMLR 2025 Is Gibbs sampling faster than Hamiltonian Monte Carlo on GLMs? AISTATS 2025 Nearly Optimal Differentially Private ReLU Regression UAI 2025 Optimal downsampling for Imbalanced Classification with Generalized Linear Models AISTATS 2025 Robustly Learning Monotone Generalized Linear Models via Data Augmentation COLT 2025 Selective Inference with Distributed Data JMLR 2025 skglm: Improving scikit-learn for Regularized Generalized Linear Models JMLR 2025 Adaptively Learning to Select-Rank in Online Platforms ICML 2024 Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning JMLR 2024 A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits NeurIPS 2024 Causal Discovery with Generalized Linear Models through Peeling Algorithms JMLR 2024 Distributed Estimation on Semi-Supervised Generalized Linear Model JMLR 2024 Learning Noisy Halfspaces with a Margin: Massart is No Harder than Random NeurIPS 2024 Learning No-Regret Sparse Generalized Linear Models with Varying Observation(s) ICLR 2024 Long-Term Safe Reinforcement Learning with Binary Feedback AAAI 2024 Mixed Models with Multiple Instance Learning AISTATS 2024 Omnipredictors for regression and the approximate rank of convex functions COLT 2024 One-hot Generalized Linear Model for Switching Brain State Discovery ICLR 2024 Public-data Assisted Private Stochastic Optimization: Power and Limitations NeurIPS 2024 Scalable Resampling in Massive Generalized Linear Models via Subsampled Residual Bootstrap JMLR 2024 Second Order Methods for Bandit Optimization and Control COLT 2024