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- FERPO: Forward Entropy-Regularized Policy Optimization
- Multi-Marginal Inverse Optimal Transport for Contrastive Learning Via Explicit Anchor-Positive-Negative Coupling
- Local conformal prediction for individual causal effects
- The price of multi-group transductive learning
- Neural Posterior Estimation for Spatial Individual-Level Epidemic Models
- BARRR: Bidimensional Augmented Reduced Rank Regression for Multi-View Multi-Cohort Data
- Two base rates, two weights: base-rate neglect has a second axis
- Birthday Estimators Are Uniformly Optimal for Renyi Entropy
- Discrete Exterior Calculus-based Whittle-Matérn Fields on Meshes
- Do Neural Models Prefer Their Submodels?
- Confessions of a Masked MDP
- Gaussian Fluctuations of the Gradient of the Fréchet Function and Nonstandard Asymptotics of Sample Fréchet Means
- Nonparametric In-Context Learning and Inference via Measure-Indexed Kernel Ridge Regression
- Optimal aggregation in multiclass classification
- Annealed correlation and quenched noise sensitivity in biased deep neural networks
- Central Limit Theorems for Optimal Transport Functionals
- Control variates for dry friction under colored noise: variance rates for non-smooth observables
- Anytime-Valid Runtime Monitoring of Learned Barrier Certificates
- Cramer-Rao Type Bounds for Generalized Exponential Families
- On the Accuracy of Approximate Leave-One-Out with Blockwise Nonsmooth Regularization in High-dimensions
- Geometry-informed importance sampling for rare events
- Beyond exponential tilting: sharp asymptotics and improved importance sampling for rare events
- Certifiably Correct Fréchet Means in Orbit Spaces
- Sharp spectral norm concentration and regularization of sparse random tensors
- Oracle high-dimensional M-estimation using smooth reparameterization for sparsity