conftrace_

importance weighting

59 papers

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Also known as

IW

Co-occurring keywords

domain adaptation (4595) distribution shift (722) covariate shift (157) variational inference (2069) contextual bandit (381) importance sampling (318) active learning (1301) off-policy evaluation (144) causal inference (1630) regret bound (1926)

Papers

Variational Rejection Sampling AISTATS 2018
On Gleaning Knowledge from Multiple Domains for Active Learning IJCAI 2017
Importance Weighting Without Importance Weights: An Efficient Algorithm for Combinatorial Semi-Bandits JMLR 2016
Continuous Target Shift Adaptation in Supervised Learning ACML 2015
Contextual Bandit Algorithms with Supervised Learning Guarantees AISTATS 2011
Learning Bounds for Importance Weighting NIPS 2010
Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection NIPS 2008
Covariate Shift Adaptation by Importance Weighted Cross Validation JMLR 2007
Active Learning in Approximately Linear Regression Based on Conditional Expectation of Generalization Error JMLR 2006