Christophe Giraud

1. Partial recovery bounds for clustering with the relaxed Kmeans
   2018/07/19 by Christophe Giraud, Giraud, Christophe, Nicolas Verzélen +1 · 5 citations
   Computer Science · Mathematics · #62H30 #68T10 #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Statistical Methods and Inference #Statistics Theory (math.ST)
2. High-dimensional regression with unknown variance
   2011/09/26 by Christophe Giraud, Sylvie Huet, Giraud, Christophe +3 · 1 citation
   Engineering · Mathematics · #Advanced Statistical Methods and Models #FOS: Mathematics #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Statistics Theory (math.ST)
3. Computation-information gap in high-dimensional clustering
   2024/02/28 by Bertrand Even, Even, Bertrand, Christophe Giraud +3 · 4 citations
   Computer Science · Mathematics · #62H30 #Bayesian Methods and Mixture Models #Data Management and Algorithms #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Statistics Theory (math.ST)
4. Training Integrable Parameterizations of Deep Neural Networks in the Infinite-Width Limit
   2021/10/29 by Karl Hajjar, Hajjar, Karl, Lénaïc Chizat +3 · 1 citation
   Computer Science · Materials Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Model Reduction and Neural Networks #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
5. Active clustering with bandit feedback
   2024/06/17 by Victor Thuot, Alexandra Carpentier, Thuot, Victor +5 · 2 citations
   Computer Science · Decision Sciences · #Data Stream Mining Techniques #Advanced Bandit Algorithms Research #Mobile Crowdsensing and Crowdsourcing
6. PECOK: a convex optimization approach to variable clustering
   2016/06/16 by Florentina Bunea, Bunea, Florentina, Christophe Giraud +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models #FOS: Mathematics #Gene expression and cancer classification #Statistics Theory (math.ST)