Matt Fredrikson
20 papers
· 2018–2025
· 6 conferences
· across top CS/AI conferences
Achievements
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Renaissance Researcher
(6)
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Interdisciplinary Bridge
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Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(6)
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Academic Marathon
(7)
πΊοΈ
Taxonomy Completionist
(22)
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Cross-Pollinator
(11)
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Triple Crown
π§¬
Topic Evolution
π₯
Unstoppable
(8)
ποΈ
Keyword Collector
(73)
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Century Club
(20)
Conferences
ICLR (8)
NIPS (7)
ICML (2)
ACL (1)
AISTATS (1)
IJCAI (1)
Top co-authors
Keywords
adversarial robustness
(5)
adversarial attack
(3)
neural network
(2)
certified robustness
(2)
adversarial example
(2)
symbolic reasoning
(1)
algorithmic fairness
(1)
adversarial learning
(1)
feature attribution
(1)
lipschitz continuity
(1)
ai safety
(1)
constrained optimization
(1)
model alignment
(1)
gaussian process
(1)
neural network interpretability
(1)
sparse optimization
(1)
linear regression
(1)
adversarial training
(1)
gradient descent
(1)
reproducing kernel hilbert space
(1)
Papers
Globally-Robust Neural Networks
ICML 2021
Relaxing Local Robustness
NIPS 2021
Smoothed Geometry for Robust Attribution
NIPS 2020
Learning Fair Representations for Kernel Models
AISTATS 2020
Feature-Wise Bias Amplification
ICLR 2019