Monitoring 3D Lattice Structures in Additive Manufacturing Using Topological Data Analysis arxiv.org/abs/2510.11740 .ME .AP

Dimension-Free Minimax Rates for Learning Pairwise Interactions in Attention-Style Models arxiv.org/abs/2510.11789 .ML .PR .ST .TH .LG

On Thompson Sampling and Bilateral Uncertainty in Additive Bayesian Optimization arxiv.org/abs/2510.11792 .ML .LG

High-Probability Bounds For Heterogeneous Local Differential Privacy arxiv.org/abs/2510.11895 .ML .CR .DS .LG

Simplifying Optimal Transport through Schatten-$p$ Regularization arxiv.org/abs/2510.11910 .ML .LG

Evaluating and Learning Optimal Dynamic Treatment Regimes under Truncation by Death arxiv.org/abs/2510.07501 .ML .ME .LG

Zero-Inflated Bayesian Multi-Study Infinite Non-Negative Matrix Factorization arxiv.org/abs/2510.07518 .ME .AP

Beyond independent component analysis: identifiability and algorithms arxiv.org/abs/2510.07525 .ST .ML .TH .LG

A coupling-based approach to f-divergences diagnostics for Markov chain Monte Carlo arxiv.org/abs/2510.07559 .CO .PR .ST .ME .TH

Modeling and forecasting of European Carbon Emission Allowance futures by ARIMA-TX-GARCH models with correlation threshold arxiv.org/abs/2510.07568 .AP

Density estimation for compositional data using nonparametric mixtures arxiv.org/abs/2510.07608 .ME

From Data to Rewards: a Bilevel Optimization Perspective on Maximum Likelihood Estimation arxiv.org/abs/2510.07624 .ML .LG

A Honest Cross-Validation Estimator for Prediction Performance arxiv.org/abs/2510.07649 .ML .AP .ME .LG

Large-scale spatial variable gene atlas for spatial transcriptomics arxiv.org/abs/2510.07653 -bio.GN -bio.TO .AP .CO .DB

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