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Sanae Lotfi
Sanae Lotfi
PhD student, New York University
Verified email at nyu.edu - Homepage
Title
Cited by
Cited by
Year
Loss surface simplexes for mode connecting volumes and fast ensembling
G Benton, W Maddox, S Lotfi, AGG Wilson
International Conference on Machine Learning, 769-779, 2021
132021
Dangers of Bayesian model averaging under covariate shift
P Izmailov, P Nicholson, S Lotfi, AG Wilson
Advances in Neural Information Processing Systems 34, 3309-3322, 2021
112021
Stochastic damped L-BFGS with controlled norm of the Hessian approximation
S Lotfi, TB de Ruisselet, D Orban, A Lodi
arXiv preprint arXiv:2012.05783, 2020
42020
Bayesian Model Selection, the Marginal Likelihood, and Generalization
S Lotfi, P Izmailov, G Benton, M Goldblum, AG Wilson
arXiv preprint arXiv:2202.11678, 2022
32022
Evaluating Approximate Inference in Bayesian Deep Learning
AG Wilson, P Izmailov, MD Hoffman, Y Gal, Y Li, MF Pradier, S Vikram, ...
NeurIPS 2021 Competitions and Demonstrations Track, 113-124, 2022
12022
Adaptive First-and Second-Order Algorithms for Large-Scale Machine Learning
S Lotfi, TB de Ruisselet, D Orban, A Lodi
arXiv preprint arXiv:2111.14761, 2021
12021
Stochastic First and Second Order Optimization Methods for Machine Learning
S Lotfi
Ecole Polytechnique, Montreal (Canada), 2020
12020
Analysis of high dimensional distributions with decoupled norm and direction
J Gallego, A Vani, M Schwarzer, S Lotfi
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