Xiaoyu Lu
- Causal Bayesian Optimization
2020/05/24 by Virginia Aglietti, Aglietti, Virginia, Xiaoyu Lu +5 · 4 citations
Computer Science · Materials Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
- Additive Gaussian Processes Revisited
2022/06/20 by Xiaoyu Lu, Lu, Xiaoyu, Alexis Boukouvalas +3 · 4 citations
Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- On Exploration, Exploitation and Learning in Adaptive Importance Sampling
2018/10/31 by Xiaoyu Lu, Tom Rainforth, Lu, Xiaoyu +7 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- Collaborative Filtering with Side Information: a Gaussian Process Perspective
2016/05/23 by Hyunjik Kim, Kim, Hyunjik, Xiaoyu Lu +5 · 1 citation
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference