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Articles by Runtian Zhai

Spectrally Transformed Kernel Regression
1 February 2024 by Runtian Zhai and others
Machine Learning
Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression
18 January 2024 by Runtian Zhai and others at LogoCarnegie Mellon University
Machine Learning
Responsible AI (RAI) Games and Ensembles
28 October 2023 by Yash Gupta and others
Artificial Intelligence
Characterizing Out-of-Distribution Error via Optimal Transport
27 May 2023 by Yuzhe Lu and others
Machine Learning, Computer Vision and Pattern Recognition
Predicting Out-of-Distribution Error with Confidence Optimal Transport
10 February 2023 by Yuzhe Lu and others
Machine Learning, Computer Vision and Pattern Recognition
Understanding Why Generalized Reweighting Does Not Improve Over ERM
16 February 2022 by Runtian Zhai and others
Machine Learning
Boosted CVaR Classification
10 November 2021 by Runtian Zhai and others
Machine Learning
DORO: Distributional and Outlier Robust Optimization
11 June 2021 by Runtian Zhai and others
Machine Learning
Genetic mechanisms of critical illness in Covid-19
11 December 2020 by E. Pairo-Castineira and others at LogoUniversity of Edinburgh
Intensive Care and Critical Care Medicine
Transferred Discrepancy: Quantifying the Difference Between Representations
24 July 2020 by Yunzhen Feng and others
Machine Learning
MACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius
11 February 2020 by Runtian Zhai and others
Machine Learning, Cryptography and Security
Adversarially Robust Generalization Just Requires More Unlabeled Data
26 September 2019 by Runtian Zhai and others
Machine Learning