conftrace_

covariate shift

157 papers

Explore in graph

Co-occurring keywords

domain adaptation (4595) distribution shift (722) domain generalization (1522) causal inference (1630) transfer learning (5449) out-of-distribution detection (617) importance weighting (59) uncertainty quantification (1393) semi-supervised learning (2341) density ratio estimation (48)

Papers

Robustness to Spurious Correlations via Human Annotations ICML 2020
Differentially Private Distributed Data Summarization under Covariate Shift NIPS 2019
The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers NIPS 2019
Bias Reduction via End-to-End Shift Learning: Application to Citizen Science AAAI 2019
A Generalized Neyman-Pearson Criterion for Optimal Domain Adaptation ALT 2019
Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and Effect Features AISTATS 2019
Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift AAAI 2019
Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift NIPS 2019
Covariate Shift Adaptation on Learning from Positive and Unlabeled Data AAAI 2019
Conformal Prediction Under Covariate Shift NIPS 2019
Low-Dimensional Density Ratio Estimation for Covariate Shift Correction AISTATS 2019
A Classification-Based Study of Covariate Shift in GAN Distributions ICML 2018
Marginal Singularity, and the Benefits of Labels in Covariate-Shift COLT 2018
Invariant Models for Causal Transfer Learning JMLR 2018
DART: Noise Injection for Robust Imitation Learning CORL 2017
Reconstruct & Crush Network NIPS 2017
Domain Adaptation with Conditional Transferable Components ICML 2016
Robust Covariate Shift Regression AISTATS 2016
On Semi-Supervised Linear Regression in Covariate Shift Problems JMLR 2015
Active Nearest Neighbors in Changing Environments ICML 2015
Flexible Transfer Learning under Support and Model Shift NIPS 2014
Robust Learning under Uncertain Test Distributions: Relating Covariate Shift to Model Misspecification ICML 2014
Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels ICML 2013
Using Hyperbolic Cross Approximation to measure and compensate Covariate Shift ACML 2013
Inverse Density as an Inverse Problem: the Fredholm Equation Approach NIPS 2013