Benjamin Guedj

Full Professor@University College London, University of London·英国·OpenReview

研究方向

Learning on graphs · Mathematics of deep learning · Representation learning · Information theory · Nonnegative matrix factorization · Online learning · PAC-Bayesian theory · Machine learning · Statistical learning theory · Concentration inequalities · Bayesian and quasi-Bayesian methods · Aggregation theory and ensemble methods · Generalisation bounds · Sampling algorithms (MCMC · ...)