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- Generative Modeling via Nonlinear Schrödinger Bridges and Branching Diffusions
- One Act, Many Masks: Effect-Marginal Policy Optimization for Long-Horizon Agents
- When Thoughts Become Memory: Unifying In-Context Learning and Fine-Tuning
- Alternative Strategies for Active Learning with Bayesian Bradley Terry Model
- The Predictive--Optimization Gap in GuanDan Self-Play
- Cascading Bandits with Noisy Observations: Algorithms and Regret Bounds
- Using Temporal Replication and Partial Pooling to Improve Practical Identifiability in Presence-Only Poisson Point Process Models
- GaP-MoE : Explicit Expert Specialization in Mixture-of-Experts via Orthogonal Gradient Accumulation and Projection
- ExpEvolve: Structuring and Reusing Experience for Open-Ended Discovery
- Approximate Solomonoff Induction: On the Robustness of Learned Universal Predictors
- Uniformly Improved Adaptive Filtering Procedures for Replicability Testing with FWER Control
- Schrödinger-Bass Bridge Barycenter Models for Measure-Valued Data
- Online Augmented Plug-in Inference for Multi-group Fair Prediction
- Internal Guidance as a Sampling Method for Tilted Diffusion Models
- Rare-Feature-Adaptive Subsampling for Big Data Regression
- Generalized survival energy models with exogenous covariates for mortality prediction
- Hierarchical Gaussian Processes for Survey Weighting: Local Equivalent Weights in Structured Populations
- Asymptotically Exact Negative Guidance of Diffusion Models via Positive-Unlabeled Learning
- Estimating Great Expectations Under Autoregressive Language Models with Potentials
- Proximal Balancing for Causal Effect Estimation under Unmeasured Confounding
- Causal Discovery via Transformed Low-Rank Quantile Surfaces
- Hierarchical Exponential-Gaussian Mixtures for Watch-Time Distribution Prediction
- Learning reshapes power-law anisotropy in internal representations
- To Retain or to Adapt? Generalizing Continual Learning
- Data-Adaptive Multi-Bin Rarefying for Alpha Diversity Association Analysis under Heterogeneous Library Sizes