Sanae Lotfi

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

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

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

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

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

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

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

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