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Maximum Likelihood for Logistic Regression Model with Incomplete and Hybrid-Type Covariates arxiv.org/abs/2506.03445 .ME .SP

Nonparametric Estimation of Conditional Survival Function with Time-Varying Covariates Using DeepONet arxiv.org/abs/2505.22748 .ME

Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean-Field Games arxiv.org/abs/2505.22781 .ML .ST .TH .LG

Highly Efficient and Effective LLMs with Multi-Boolean Architectures arxiv.org/abs/2505.22811 .ML .LG

A Network-Guided Penalized Regression with Application to Proteomics Data arxiv.org/abs/2505.22986 -bio.QM .ME .AP

Theoretical Foundations of the Deep Copula Classifier: A Generative Approach to Modeling Dependent Features arxiv.org/abs/2505.22997 .ML .LG

Revisit CP Tensor Decomposition: Statistical Optimality and Fast Convergence arxiv.org/abs/2505.23046 .ME .NA .ST .ML .TH .NA

Non-Gaussian Simultaneous Autoregressive Models with Missing Data arxiv.org/abs/2505.23070 .ME

Learning Probabilities of Causation from Finite Population Data arxiv.org/abs/2505.17133 .ML .AI .LG

Transfer Faster, Price Smarter: Minimax Dynamic Pricing under Cross-Market Preference Shift arxiv.org/abs/2505.17203 .ME .AP .LG

Liouville PDE-based sliced-Wasserstein flow for fair regression arxiv.org/abs/2505.17204 .ML .PR .ST .CO .TH .LG

Deconfounded Warm-Start Thompson Sampling with Applications to Precision Medicine arxiv.org/abs/2505.17283 .ML .OC .AP .LG

On Fisher Consistency of Surrogate Losses for Optimal Dynamic Treatment Regimes with Multiple Categorical Treatments per Stage arxiv.org/abs/2505.17285 .ST .TH

Learning to Choose or Choosing to Learn: Best-of-N vs. Supervised Fine-Tuning for Bit String Generation arxiv.org/abs/2505.17288 .ML .LG

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