statistical efficiency
A measure of the performance of an estimator, defined by its variance and bias, where an efficient estimator achieves smaller variance at a given level of accuracy.
- A Finite Sample Analysis of Distributional TD Learning with Linear Function Approximation
- Anytime-valid, Bayes-assisted, Prediction-Powered Inference
- Balanced Active Inference
- Diffusion Models Meet Contextual Bandits
- Diffusion Transformers for Imputation: Statistical Efficiency and Uncertainty Quantification
- From Information to Generative Exponent: Learning Rate Induces Phase Transitions in SGD
- Generalized Linear Bandits: Almost Optimal Regret with One-Pass Update
- Multilevel neural simulation-based inference
- Provably Efficient Online RLHF with One-Pass Reward Modeling
- Stochastically Dominant Peer Prediction
- Tractable Multinomial Logit Contextual Bandits with Non-Linear Utilities