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Philippe Robert's Projects

lie-detection icon lie-detection

Using 13 datasets from 13 different phycological tests to identify fake answers. Analyse if predictors are unreliable and model dependent.

spain_solar_energy icon spain_solar_energy

Implementation of concepts learned during the course "Business_economic_&_financial_data" to a renewable energy dataset

superstore-analysis icon superstore-analysis

The aim of this work is to analyze a dataset of purchases in an anonymous online store. The analysis will consist of data cleaning, exploratory data analysis (EDA), a simple case of linear regression, a more complete study of multiple linear regression and finally a binary classification problem.

white_box_attack_on_mnist icon white_box_attack_on_mnist

Study of first order Frank-Wolfe algorithms to solve constrained non-convex problems in the context of white-box adversarial attacks.

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