1,205 records
- Notes on Uniform Policy Score Bounds and Lipschitz Continuity for Truncated Gaussian, Product Cauchy, Boltzmann, and Softmax Policies
- Inference on the Value of Policy Improvement in Adaptive Experiments
- Small area learning
- Nearly Minimax Rates for Functional Estimation Under Rough Random Design
- Prior-Informed Generalizable Low-Rank Representation Learning via Regularized Adversarial Reweighting
- Copula Active Subspaces II: Error Decomposition, A Posteriori Estimation, and Sharpness of the Bounds
- The price of a weak shadow variable: inference under nonignorable missingness as relevance vanishes
- Closed forms all the way up: the sample variance of four observations
- An efficient stochastic generalized method of moments estimator for nonlinear moment models
- Sequential Conformal Calibration under Recursive Selection
- Learning by Compression: Risk Estimates Attain the Law-of-Large-Numbers Rate
- Constrained Probabilistic Numerics: Gaussian Process Solvers for Linear PDEs under Linear Inequality Constraints
- A Stochastic Analysis Perspective on Diffusion Models
- Accelerating Non-Smooth and Heavy-Tailed Sampling
- Anchored multiple testing: a transparent use of e-closure to improve FDR procedures
- Conditional Kernel Stein Discrepancy
- Learning structured linear dynamical systems from missing observations
- RobustLDS: Learning linear dynamical systems under adversarial corruptions
- Efficient quadratic entropy with distance sketches
- Testing Algebraic Complete Intersections
- Binary Regression for BV Class Conditional Probability
- A Sensitivity-based Framework for Calibrating Coupled Ordinary Differential Equations under Model Discrepancy
- Sequential resetting procedures and false discovery rate
- Finite-Rank Logistic Gaussian Processes with Exact Likelihood for Conditional Density Estimation
- Reflected Anchored Langevin Algorithms
- Anchored Reversible Jump Sequential Monte Carlo
- Multivariate LSTM Modeling for Wastewater Quality Prediction
- Gaussian Equivalence for Multi-Head Self-Attention
- Policy Learning with Weak Signals
- RoBART: Bayesian Additive Regression Trees with Tree-Specific Rotations
- Safe Meta-Policy Design with Risk Control
- Calibrating Ambiguity Set via Diagnostic Transport for Distributionally Robust Optimization
- The Geometry of Existence and Uniqueness of Maximum Likelihood Estimation in Categorical Response Models
- Anytime-valid simulation-based hypothesis testing
- Where Do Two Populations of Persistence Diagrams Differ? Calibrated Local Inference at a Fixed Budget
- Trust-Region Optimization for Smooth Potential-Interaction Energies in Wasserstein Space
- Projected Normal Models on Recursively Curved Tori
- Quadratic Weak-to-Strong Generalization in Random Feature Networks via Random Matrix Theory
- Sketched Calibration for Conformal Prediction under Covariate Shift
- The optimal information complexity of VC learning
- On the Sequentially Semiseparable Structure of SDE-Induced Kernels and Efficient Algorithms for Kernel-Based Estimation Problems
- Finite-Sample Distribution Theory and Efficient Large-Scale Inference for Online Quantile Regression
- Reading Multiple Regression from an Ellipsoid Inscribed in the Unit Hypercube
- Data Fusion for Errors-in-Variables
- Poisson empirical Bayes estimation of sums of random variables via minimum-distance methods
- Assumption-lean logistic regression with missing covariates
- A Statistical Inference Framework for PMI Estimation and SGNS Word Embeddings
- Regression models for ordinal compositional data
- Semi-Supervised Kernel Ridge Fréchet Regression
- Taylor Representations for Model-Free RL in Networked MDPs