Shiori Sagawa
10 papers · 2019–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π₯
Mega-Team
(23)
π₯
Unstoppable
(5)
π
Century Club
(10)
Conferences
ICML (5)
ICLR (2)
EMNLP (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
distribution shift
(3)
spurious correlation
(3)
domain generalization
(3)
domain adaptation
(2)
language model
(2)
distributionally robust optimization
(2)
weak supervision
(1)
out-of-distribution generalization
(1)
empirical risk minimization
(1)
maximum likelihood
(1)
worst-case optimization
(1)
maximum likelihood estimation
(1)
sequential datum
(1)
inductive bia
(1)
group distributionally robust optimization
(1)
out-of-domain generalization
(1)
probabilistic label
(1)
conditional value at risk
(1)
label estimation
(1)
group robustness
(1)
Papers
Out-of-Domain Robustness via Targeted Augmentations
ICML 2023
Extending the WILDS Benchmark for Unsupervised Adaptation
ICLR 2022
Selective Classification Can Magnify Disparities Across Groups
ICLR 2021
Accuracy on the Line: on the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization
ICML 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts
ICML 2021
Just Train Twice: Improving Group Robustness without Training Group Information
ICML 2021
An Investigation of Why Overparameterization Exacerbates Spurious Correlations
ICML 2020
Distributionally Robust Language Modeling
IJCNLP 2019
Distributionally Robust Language Modeling
EMNLP 2019
Multi-Resolution Weak Supervision for Sequential Data
NIPS 2019