Stefanie Jegelka
103 papers
· 2007–2025
· 7 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(30)
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Cross-Pollinator
(12)
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Academic Marathon
(18)
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Conference Polyglot
(7)
π£
Hot Topic Early Bird
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Renaissance Researcher
(7)
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Keyword Trendsetter Combo
(3)
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Conference Loyalist
(41)
π€
Dynamic Duo
(13)
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Triple Crown
π¬
Deep Specialist
(19)
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Keyword Champion
β‘
Prolific Year
(11)
π₯
Unstoppable
(10)
β
The Questioner
(8)
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Trend Setter
ποΈ
Keyword Collector
(108)
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Conference Pioneer
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Century Club
(103)
Conferences
NIPS (41)
ICML (26)
ICLR (19)
AISTATS (10)
CVPR (5)
ACL (1)
COLT (1)
Top co-authors
Research topics
Keywords
graph neural network
(10)
submodular optimization
(9)
determinantal point process
(9)
representation learning
(7)
generalization bound
(7)
bayesian optimization
(6)
combinatorial optimization
(6)
optimal transport
(6)
gaussian process
(5)
submodular function
(5)
contrastive learning
(4)
function minimization
(4)
discrete optimization
(4)
distributionally robust optimization
(4)
submodular minimization
(3)
mcmc sampling
(3)
structured prediction
(3)
domain adaptation
(3)
message passing
(3)
self-supervised learning
(3)
Papers
Context is Environment
ICLR 2024
Debiased Contrastive Learning
NIPS 2020
Testing Determinantal Point Processes
NIPS 2020
Distributionally Robust Bayesian Optimization
AISTATS 2020
What Can Neural Networks Reason About?
ICLR 2020
Towards Optimal Transport with Global Invariances
AISTATS 2019
Distributionally Robust Submodular Maximization
AISTATS 2019
How Powerful are Graph Neural Networks?
ICLR 2019
Structured Optimal Transport
AISTATS 2018
Cooperative Graphical Models
NIPS 2016