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Feature Representation and Clustering of Airport Congestion with Hurst Exponent and High Order Statistics arxiv.org/abs/2509.08952 .AP

Nonparametric functional data classification and bandwidth selection in the presence of MNAR class variables arxiv.org/abs/2509.08978 .ME

Global Optimization of Stochastic Black-Box Functions with Arbitrary Noise Distributions using Wilson Score Kernel Density Estimation arxiv.org/abs/2509.09238 .ML .LG .RO

A Zero-Inflated Spatio-Temporal Model for Integrating Fishery-Dependent and Independent Data under Preferential Sampling arxiv.org/abs/2509.09336 .AP .ME

Representation-Aware Distributionally Robust Optimization: A Knowledge Transfer Framework arxiv.org/abs/2509.09371 .ME .LG

A Small Dataset May Go a Long Way: Process Duration Prediction in Clinical Settings arxiv.org/abs/2509.03522 .AP .LG

Latent space projections and atlases: A cautionary tale in deep neuroimaging using autoencoders arxiv.org/abs/2509.03675 .AP

Comment on "Deep Regression Learning with Optimal Loss Function" arxiv.org/abs/2509.03702 .ME .ST .TH

Seasonal and periodic patterns of ischemic heart disease in New York using the Variable Multiple Bandpass Periodic Block Bootstrap arxiv.org/abs/2509.03710 .AP

Energy-Weighted Flow Matching: Unlocking Continuous Normalizing Flows for Efficient and Scalable Boltzmann Sampling arxiv.org/abs/2509.03726 .ML .LG

Testing for correlation between network structure and high-dimensional node covariates arxiv.org/abs/2509.03772 .ML .ST .TH .LG

Simulation-based Inference via Langevin Dynamics with Score Matching arxiv.org/abs/2509.03853 .ME .CO .ML

Diffusion Generative Models Meet Compressed Sensing, with Applications to Image Data and Financial Time Series arxiv.org/abs/2509.03898 .ML .AI .LG

An invertible generative model for forward and inverse problems arxiv.org/abs/2509.03910 .ML .PR .LG

Prob-GParareal: A Probabilistic Numerical Parallel-in-Time Solver for Differential Equations arxiv.org/abs/2509.03945 .CO .NA .ML .DC .NA

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