Sanae Lotfi
7 papers · 2021–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
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Conference Polyglot
(2)
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Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
Conferences
ICML (4)
NIPS (3)
Top co-authors
Keywords
generalization bound
(2)
stochastic gradient descent
(1)
model selection
(1)
transfer learning
(1)
bayesian inference
(1)
hyperparameter learning
(1)
neural architecture search
(1)
neural network optimization
(1)
loss landscape
(1)
markov chain monte carlo
(1)
marginal likelihood
(1)
covariate shift
(1)
bayesian model averaging
(1)
pac-bayes bound
(1)
bayesian neural network
(1)
mode connectivity
(1)
martingale method
(1)
loss surface
(1)
deep ensemble
(1)
simplicial complex
(1)
Papers
Customizing the Inductive Biases of Softmax Attention using Structured Matrices
ICML 2025
Non-Vacuous Generalization Bounds for Large Language Models
ICML 2024
Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Models
NIPS 2024
PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization
NIPS 2022
Bayesian Model Selection, the Marginal Likelihood, and Generalization
ICML 2022
Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling
ICML 2021
Dangers of Bayesian Model Averaging under Covariate Shift
NIPS 2021