conftrace_

importance weighting

83 papers

Explore in graph

Also known as

IW

Co-occurring keywords · papers mentioning both

distribution shift (17) domain adaptation (16) covariate shift (13) variational inference (9) contextual bandit (6) importance sampling (6) active learning (6) causal inference (6) density ratio estimation (5) uncertainty quantification (5)

Papers

Importance Weighting Without Importance Weights: An Efficient Algorithm for Combinatorial Semi-Bandits JMLR 2016 Continuous Target Shift Adaptation in Supervised Learning ACML 2015 Beating SGD: Learning SVMs in Sublinear Time NeurIPS 2011 Contextual Bandit Algorithms with Supervised Learning Guarantees AISTATS 2011 Learning Bounds for Importance Weighting NeurIPS 2010 Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection NeurIPS 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