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- Query-Efficient Rejection Sampling for Parallel Masked Diffusion
- Sharp Cramér-type moderate deviation bounds for the self-normalized maximum of partial sums
- Why Shallow Neural Networks Learn Sinusoidal Components First: An Orthogonal Polynomial Dynamics Framework
- The Tilted Sampling Problem: Optimism, Posterior Sampling, and Logarithmic Regret
- Provably Efficient Risk-Sensitive Offline Reinforcement Learning via Optimized Certainty Equivalents
- A perturbation theory for Feynman-Kac models and their particle interpretations
- Estimators from Convex Geometries of the Simplex
- Two Sample Sizes in Test-Time LLM Ensembling: Buffered ERM and Minimax Theory
- Dimension-Free PAC-Bayes Generalization for Deep Neural Networks via Dirichlet Processes
- Finite-History Outage Certification for Partially Observed Fluid Antenna Receivers
- Pathwise Shrinkage and Probabilistic Calibration of the Multiplicative Half-Cauchy Process
- A One-Sided McDiarmid-Type Inequality for Heavy Tails via Reverse KL Tensorization
- Efficient Agnostic Learning of Univariate Densities Under Local Differential Privacy
- Identifiability of a dissipative knowledge-dynamics model: exact recovery under designed excitation, degeneration on observational data
- Boundary inference for the Makeham term in mortality models
- On the asymptotic shape of quantile surfaces
- Principal component error in high-dimensional factor models
- Replica Symmetry Breaking and Algorithmic Thresholds in Empirical Risk Minimization under Multi-Index Model
- Set Membership Estimation for Stochastic Linear Contextual Bandits
- Optimal score function estimation via derivatives constraints
- Smooth Hard-Thresholding for Singular Values with Stein's Unbiased Risk Estimate
- A proximal gradient algorithm for composite log-concave sampling
- Causal Fingerprints Reveal Hidden Mechanisms in Partially-Observed Dynamical Systems
- Reliability-Aware Refinement of High-Resolution Human Mobility Origin-Destination Tables under Sparsity and Suppression
- On the fairness of single round-robin tournaments: Evidence from European football