Pinned Repositories
blob
Source code for our paper "BLOB: a probabilistic model for recommendation that combines organic and bandit signals" published at KDD 2020.
recsystutorial
decision-theory-www-2021
Materials for the "Recommender Systems through the lens of Decision Theory" tutorial delivered at the 30th Web Conference (WWW '21).
Bird-Image-Classification
Solution for the Bird Image In-class Kaggle competition : Object recognition and computer vision MVA class.
Convex-Discrete-Optimization
Codes and report of the optimization assignments - Applied Mathematics ECP.
Deep-Learning-Assignments
Assignments for the deep learning course for the MVA Ecole Normale Supérieure Master's.
fopo
Source code for the paper "Fast Offline Policy Optimization for Large Scale Recommendation" published at the Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23).
PCFG-CYK
CYK parser based on the Probabilistic context free grammar model.
Reward-Optimizing-Reco
Materials for the "Reward Optimising Recommendation using Deep Learning and Fast Maximum Inner Product Search" tutorial delivered at the 28th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '22).
Super-Mario-Bros-RL
This project explores deep reinforcement learning, hybrid actor-critic approach with A3C/PPO combined with curiosity for playing Super Mario Bros
otmhi's Repositories
otmhi/Reward-Optimizing-Reco
Materials for the "Reward Optimising Recommendation using Deep Learning and Fast Maximum Inner Product Search" tutorial delivered at the 28th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '22).
otmhi/Bird-Image-Classification
Solution for the Bird Image In-class Kaggle competition : Object recognition and computer vision MVA class.
otmhi/PCFG-CYK
CYK parser based on the Probabilistic context free grammar model.
otmhi/Convex-Discrete-Optimization
Codes and report of the optimization assignments - Applied Mathematics ECP.
otmhi/Deep-Learning-Assignments
Assignments for the deep learning course for the MVA Ecole Normale Supérieure Master's.
otmhi/fopo
Source code for the paper "Fast Offline Policy Optimization for Large Scale Recommendation" published at the Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23).
otmhi/tikz-bayesnet
TikZ library for drawing Bayesian networks, graphical models and (directed) factor graphs in LaTeX.