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- Coupled unbiased MCMC for estimating Shapley effects under dependent inputs
- The uneven rise of AI-generated web content
- Balanced State Subspaces for Mamba-2 State Compression
- Effect-Size Estimation and Confounding-Aware Permutations for PERMANOVA
- Two-sample inference for sequence-derived feature distributions from deep sequencing data
- Algorithmics for Graphical Separation Criteria
- Uniform Strong Convergence of Kernel-Type Estimators for m-LENQD Sequences with Applications
- Mirror Likelihood for Modeling Manifold Data with Application on Correlation Time Series
- Flexible Estimation of Covariate-Specific Win Ratio for Prioritized Time-to-Event Outcomes
- BRIDGE: An Acceptance Gate to Block False Improvements in Model Updates, with a Retrospective Clinical Evaluation
- Towards more plausible point-identifying assumptions in two-sample Mendelian randomization
- Nuclear Norm-Regularized Bayesian Matrix Completion
- Revenge of Monosemanticity: Neuron Specialization as a New Form of Feature Learning in MLPs
- ProxyGuard: Direct Reliability Inference for Randomized Data Release Mechanisms with Shared Targets
- SynthGuard-ReleaseBench: Locked-Audit Evidence for Synthetic Tabular Data Releases
- Distributionally Faithful Imputation via Positive Semi-Definite Kernel Density Estimation
- A Unified Three-Stage Weighting Framework for Causal Inference and Mediation Analysis under Case-Control Sampling
- CalArena: A Large-Scale Post-Hoc Calibration Benchmark
- Optimal Experiments for Partial Causal Effect Identification
- Fisher Completions and Statistical Regularization of Wrapped Gaussian Families
- Model-based clustering of diffusion processes with constant volatility coefficients using high-frequency data
- Global minimax rates for heterogeneous treatment effect estimation
- Reducing Complexity of Pseudo-Marginal Sequential Monte Carlo via Hierarchical Tempering
- Dynamic Properties of Numerical Solution for Stochastic Epidemic Models with a Fully Implicit Form
- Boundary Geometry Determines Optimal Shallow ReLU Approximation under Weighted Coefficient Constraints