Gomes, Selwyn

1. Lenient Regret and Good-Action Identification in Gaussian Process Bandits
   2021/02/11 by Xu Cai, Cai, Xu, Selwyn Gomes +3 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
2. Sample Complexity Bounds for 1-bit Compressive Sensing and Binary Stable Embeddings with Generative Priors
   2020/02/05 by Zhaoqiang Liu, Liu, Zhaoqiang, Selwyn Gomes +5 · 3 citations
   Computer Science · Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Electromagnetic Scattering and Analysis #FOS: Computer and information sciences #Geophysical and Geoelectrical Methods #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques