Paul Rolland

1. Score matching enables causal discovery of nonlinear additive noise models
   2022/03/08 by Paul Rolland, Volkan Cevher, Rolland, Paul +11 · 15 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Error Correcting Code Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
2. High-Dimensional Bayesian Optimization via Additive Models with\n Overlapping Groups
   2018/02/20 by Paul Rolland, Jonathan Scarlett, Rolland, Paul +5 · 8 citations
   Computer Science · Decision Sciences · #Machine Learning and Data Classification #Machine Learning and Algorithms #Advanced Bandit Algorithms Research
3. Lipschitz constant estimation of Neural Networks via sparse polynomial optimization
   2020/04/18 by Fabian Latorre, Latorre, Fabian, Paul Rolland +3 · 14 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques