Jeffrey Negrea
5 papers · 2019–2023 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Interdisciplinary Bridge
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Taxonomy Completionist
(15)
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Keyword Pioneer
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Cross-Pollinator
(14)
Conferences
NIPS (4)
ICML (1)
Top co-authors
Keywords
generalization bound
(2)
langevin dynamics
(1)
representation learning
(1)
adversarial learning
(1)
online learning
(1)
sample complexity
(1)
minimax optimization
(1)
mutual information
(1)
uniform convergence
(1)
generalization error
(1)
stochastic process
(1)
conditional mutual information
(1)
adversarial online learning
(1)
regret bound
(1)
disentangled representation
(1)
stochastic gradient langevin dynamics
(1)
representation space
(1)
score-based model
(1)
text-guided generation
(1)
information-theoretic bound
(1)
Papers
Concept Algebra for (Score-Based) Text-Controlled Generative Models
NIPS 2023
Minimax Optimal Quantile and Semi-Adversarial Regret via Root-Logarithmic Regularizers
NIPS 2021
Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms
NIPS 2020
In Defense of Uniform Convergence: Generalization via Derandomization with an Application to Interpolating Predictors
ICML 2020
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates
NIPS 2019