Philippe Helal

Data Engineering Consultant

Projets en cours

PassTheTorch

Outils permettant des projets de
Machine Learning reproduisibles et mesurables

apify

Librarie client pour l'API apify.com

malgan

Implantation preuve de concept d'un GAN générateur de virus

ml

Divers modèles Machine Learning

Expérience

Modélisation prédictive, Intelligence d'affaire, Enseignement

Compétences développées

SQL, Python, Shell Linux, VBA

Éducation

Baccalauréat en Administration des affaires (2018) et M. Sc Informatique (prévu 2020)

Intérêts

Économique, Finance, Informatique

A Survey of Game-Theoretic Adversarial Learning and Its Implications on Privacy

Adversarial learning is a new and growing area of machine-learning research. Formulating it using tools from game theory allows for a different view of machine learning, when compared to the traditional, purely statistical view...

Teach: A framework for decentralized federated learning

Federated learning is a promising concept for owners of machine-learning models and owners of training data alike. [...] We outline a framework for orchestrating federated learning and rewarding data owners that does not rely on trust or knowledge between the model owner and data owners

Contact

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