conftrace_

asymptotic variance

15 papers

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Co-occurring keywords

cramér-rao bound (5) unnormalized model (10) confidence interval (146) maximum likelihood estimator (30) markov chain monte carlo (725) causal inference (1630) contrastive divergence (32) linear regression (282) curse of dimensionality (61) boltzmann machine (22)

Papers

The surprising efficiency of temporal difference learning for rare event prediction NIPS 2024
Near-Optimality of Contrastive Divergence Algorithms NIPS 2024
Self-Repellent Random Walks on General Graphs - Achieving Minimal Sampling Variance via Nonlinear Markov Chains ICML 2023
The optimal noise in noise-contrastive learning is not what you think UAI 2022
The Implicit Delta Method NIPS 2022
Asymptotically Best Causal Effect Identification with Multi-Armed Bandits NIPS 2021
Nonuniform Negative Sampling and Log Odds Correction with Rare Events Data NIPS 2021
Cross-validation Confidence Intervals for Test Error NIPS 2020
A Unified Statistically Efficient Estimation Framework for Unnormalized Models AISTATS 2020
Fisher Efficient Inference of Intractable Models NIPS 2019
Rates of estimation for determinantal point processes COLT 2017
On Estimating Causal Effects based on Supplemental Variables AISTATS 2014
Stochastic Composite Likelihood JMLR 2010
Improving the Asymptotic Performance of Markov Chain Monte-Carlo by Inserting Vortices NIPS 2010
A Unified Near-Optimal Estimator For Dimension Reduction in $l_\alpha$ ($0<\alpha\leq 2$) Using Stable Random Projections NIPS 2007