conftrace_

unbiased estimator

39 papers

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Co-occurring keywords

markov chain monte carlo (725) linear regression (282) variance reduction (523) least square (101) multilevel monte carlo (10) determinantal point process (140) volume sampling (11) nested expectation (3) classification risk (12) matrix sampling (7)

Papers

On two ways to use determinantal point processes for Monte Carlo integration NIPS 2019
Complementary-Label Learning for Arbitrary Losses and Models ICML 2019
Leveraged volume sampling for linear regression NIPS 2018
The price of debiasing automatic metrics in natural language evalaution ACL 2018
Reverse Iterative Volume Sampling for Linear Regression JMLR 2018
Minibatch Gibbs Sampling on Large Graphical Models ICML 2018
Unbiased estimates for linear regression via volume sampling NIPS 2017
Markov Chain Truncation for Doubly-Intractable Inference AISTATS 2017
Learning from Complementary Labels NIPS 2017
Matrix Norm Estimation from a Few Entries NIPS 2017
Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data ICML 2017
Pseudo-Marginal Slice Sampling AISTATS 2016
Gradient Estimation Using Stochastic Computation Graphs NIPS 2015
UPAL: Unbiased Pool Based Active Learning AISTATS 2012