Sanae Lotfi

According to our database, Sanae Lotfi authored at least 8 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Non-Vacuous Generalization Bounds for Large Language Models.

Sanae Lotfi, Marc Finzi, Yilun Kuang, Tim G. J. Rudner, Micah Goldblum, Andrew Gordon Wilson

CoRR, 2023

2022

PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization.

Sanae Lotfi, Marc Finzi, Sanyam Kapoor, Andres Potapczynski, Micah Goldblum, Andrew Gordon Wilson

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Bayesian Model Selection, the Marginal Likelihood, and Generalization.

Sanae Lotfi, Pavel Izmailov, Gregory W. Benton, Micah Goldblum, Andrew Gordon Wilson

Proceedings of the International Conference on Machine Learning, 2022

2021

Adaptive First- and Second-Order Algorithms for Large-Scale Machine Learning.

Sanae Lotfi, Tiphaine Bonniot de Ruisselet, Dominique Orban, Andrea Lodi

CoRR, 2021

Evaluating Approximate Inference in Bayesian Deep Learning.

Andrew Gordon Wilson, Pavel Izmailov, Matthew D. Hoffman, Yarin Gal, Yingzhen Li, Melanie F. Pradier, Sharad Vikram, Andrew Y. K. Foong, Sanae Lotfi, Sebastian Farquhar

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

Dangers of Bayesian Model Averaging under Covariate Shift.

Pavel Izmailov, Patrick Nicholson, Sanae Lotfi, Andrew Gordon Wilson

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling.

Gregory W. Benton, Wesley J. Maddox, Sanae Lotfi, Andrew Gordon Wilson

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Stochastic Damped L-BFGS with Controlled Norm of the Hessian Approximation.

Sanae Lotfi, Tiphaine Bonniot de Ruisselet, Dominique Orban, Andrea Lodi

CoRR, 2020