Sanae Lotfi
7 papers · 2021–2025 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Optimization & Theory · Machine Learning
(6)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Deep Learning
(2)
Application Areas
(2)
Core Methods
(2)
Optimization & Theory · Deep Learning
(2)
Resources & Methods
(2)
Bayesian & Probabilistic
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
generalization bound
(3)
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)
scoring function
(1)
loss surface
(1)
deep ensemble
(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
NeurIPS 2024
Bayesian Model Selection, the Marginal Likelihood, and Generalization
ICML 2022
PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization
NeurIPS 2022
Dangers of Bayesian Model Averaging under Covariate Shift
NeurIPS 2021
Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling
ICML 2021