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2102.13128
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An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization
25 February 2021
Elan Rosenfeld
Pradeep Ravikumar
Andrej Risteski
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Papers citing
"An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization"
11 / 11 papers shown
Title
Achievable distributional robustness when the robust risk is only partially identified
Julia Kostin
Nicola Gnecco
Fanny Yang
73
3
0
04 Feb 2025
Bayesian Domain Invariant Learning via Posterior Generalization of Parameter Distributions
Shiyu Shen
Bin Pan
Tianyang Shi
Tao Li
Zhenwei Shi
BDL
OOD
29
1
0
25 Oct 2023
Is Pre-training Truly Better Than Meta-Learning?
Brando Miranda
P. Yu
Saumya Goyal
Yu-xiong Wang
Oluwasanmi Koyejo
44
5
0
24 Jun 2023
Target Conditioned Representation Independence (TCRI); From Domain-Invariant to Domain-General Representations
Olawale Salaudeen
Oluwasanmi Koyejo
32
2
0
21 Dec 2022
Distributional Shift Adaptation using Domain-Specific Features
Anique Tahir
Lu Cheng
Ruocheng Guo
Huan Liu
VLM
TTA
OOD
OODD
26
2
0
09 Nov 2022
The Curse of Low Task Diversity: On the Failure of Transfer Learning to Outperform MAML and Their Empirical Equivalence
Brando Miranda
P. Yu
Yu-xiong Wang
Oluwasanmi Koyejo
30
10
0
02 Aug 2022
Adversarially Robust Models may not Transfer Better: Sufficient Conditions for Domain Transferability from the View of Regularization
Xiaojun Xu
Jacky Y. Zhang
Evelyn Ma
Danny Son
Oluwasanmi Koyejo
Bo-wen Li
20
10
0
03 Feb 2022
A comparison of approaches to improve worst-case predictive model performance over patient subpopulations
Stephen R. Pfohl
Haoran Zhang
Yizhe Xu
Agata Foryciarz
Marzyeh Ghassemi
N. Shah
OOD
26
22
0
27 Aug 2021
Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments
Yining Chen
Elan Rosenfeld
Mark Sellke
Tengyu Ma
Andrej Risteski
OOD
26
32
0
18 Jun 2021
Domain Generalization: A Survey
Kaiyang Zhou
Ziwei Liu
Yu Qiao
Tao Xiang
Chen Change Loy
OOD
AI4CE
75
980
0
03 Mar 2021
Out-of-Distribution Generalization via Risk Extrapolation (REx)
David M. Krueger
Ethan Caballero
J. Jacobsen
Amy Zhang
Jonathan Binas
Dinghuai Zhang
Rémi Le Priol
Aaron Courville
OOD
215
901
0
02 Mar 2020
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