This is your work, valued

Menlo Park, California

Sanae Lotfi

Expert
@Sanaelotfi

AI Research Scientist at Meta

sanaelotfi.github.io/

Bayesian_model_comparison. Supporing code for the paper "Bayesian Model Selection, the Marginal Likelihood, and Generalization".

37

sublora-bounds-for-llms. Computing compression-based generalization bounds for LLMs using SubLoRA

11

tight-pac-bayes. Code for PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization, NeurIPS 2022

2

causal-representation-learning-survey. Causal Representation Learning: A Survey

2

Face-Recognition-using-Eigenfaces. Implementation of the Face Recognition using EigenFaces approach and more experimentation using this concept.

1

Representation-Learning. 3rd homework for the "IFT6135 : Representation learning" course at Udem. M.Sc. in Applied Mathematics at Polytechnique Montréal.

1

Algorithms-for-AI. Assignments for the "INF8215: Methods and Algorithms for Artificial Intelligence" course. M.Sc. in Applied Mathematics at Polytechnique Montréal.

1

PAC-Bayes-Survey. Understanding the Generalization of Deep Neural Networks through PAC-Bayes bounds: A Survey

1