Jeffrey Negrea
5 papers · 2019–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
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
NeurIPS 2023
Minimax Optimal Quantile and Semi-Adversarial Regret via Root-Logarithmic Regularizers
NeurIPS 2021
In Defense of Uniform Convergence: Generalization via Derandomization with an Application to Interpolating Predictors
ICML 2020
Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms
NeurIPS 2020
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates
NeurIPS 2019