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Papers
Characterizing Out-of-Distribution Error via Optimal Transport
NeurIPS 2023
Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary Classification
ICLR 2023
Synthetic data for model selection
ICML 2023
Generalized Resubstitution for Classification Error Estimation
JMLR 2022
The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error
ACL 2022
A Locally Adaptive Bayesian Cubature Method
AISTATS 2020
Error Estimation for Sketched SVD via the Bootstrap
ICML 2020
Estimating the Error of Randomized Newton Methods: A Bootstrap Approach
ICML 2020
A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication
JMLR 2019
Dynamically Forming a Group of Human Forecasters and Machine Forecaster for Forecasting Economic Indicators
IJCAI 2018
Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap
ICML 2018
Word Error Rate Estimation for Speech Recognition: e-WER
ACL 2018
Accurate Robust and Efficient Error Estimation for Decision Trees
ICML 2016
Unsupervised Supervised Learning I: Estimating Classification and Regression Errors without Labels
JMLR 2010