Name: Elvis Dohmatob
Type: User
Company: Criteo Research (formally at Parietal Team / INRIA)
Bio: Scientist at Facebook AI Research.
Phd. Computer Science, Paris XI.
Msc. Cryptology, the ALGANT european program, Bordeaux 1.
Location: Paris
Blog: http://dohmatob.github.io/
Elvis Dohmatob's Projects
Python implementation of the 2048 game http://2048game.com/
Python library for adversarial machine learning (evasion, extraction, poisoning, verification, certification) with attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support
The Arcade Learning Environment (ALE) -- a platform for AI research.
Code related to calculatibility: The optimal scientist (aka Goedel machine), probabilistic lambda-calculus, computational cognitive neuroscience, QECCs (quantum error-correcting codes) etc.
Diffprivlib: The IBM Differential Privacy Library
My blog (powered by jekyll)
Up-to-date verion of my CV, so I can grab it from anywhere effortlessly
Convert graphs generated by Graphviz to LaTeX friendly formats
Code for paper "A simple algorithm for computing Nash-equilibria in incomplete information games"
Code (python, latex, etc.) for MVA ENS Cachan course on "Introduction to Graphical Models"
Algorithms for graph theory problems
Code related to Groebner bases and other algebraic geometric / computer algebraic things
linux kernel-space p-o-c rootkit
Hidden Markov Models
A static library for detouring win32 APIs and asm instruction stubs alike.
Python function as pipeline jobs.
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.
Deep Reinforcement Learning for Keras.
Kernels for SVMs and other kernel-based classifiers
Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay
SymmetricDemons
Monitor Memory usage of Python code
Randomized online matrix factorization