Gerchinovitz, Sébastien

1. White Paper Machine Learning in Certified Systems
   2021/03/18 by Hervé Delseny, Christophe Gabreau, Delseny, Hervé +52 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Software Testing and Debugging Techniques #Anomaly Detection Techniques and Applications
2. A Chaining Algorithm for Online Nonparametric Regression
   2015/02/26 by Pierre Gaillard, Sébastien Gerchinovitz, Gaillard, Pierre +1 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Reinforcement Learning in Robotics
3. Uniform regret bounds over R^d for the sequential linear regression problem with the square loss
   2018/02/16 by Pierre Gaillard, Sébastien Gerchinovitz, Gaillard, Pierre +5 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Search Problems #Risk and Portfolio Optimization #Statistics Theory (math.ST)
4. The sample complexity of level set approximation
   2020/10/26 by Bachoc, François, Cesari, Tommaso, Gerchinovitz, Sébastien · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Statistics Theory (math.ST)
5. Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks
   2025/06/05 by Thomas Masséna, Massena, Thomas, Léo Andéol +11 · 3 citations
   Computer Science · #Face and Expression Recognition #Neural Networks and Applications