Andrei Paleyes

1. Challenges in Deploying Machine Learning: A Survey of Case Studies
   2020/11/18 by Andrei Paleyes, Raoul-Gabriel Urma, Neil D. Lawrence · 2 voices · 13 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Machine Learning and Data Classification #cs.LG
2. 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
3. Machine Learning Systems: A Survey from a Data-Oriented Perspective
   2023/02/09 by Christian Cabrera, Andrei Paleyes, Cabrera, Christian +5 · 1 voice
   Business, Management and Accounting · Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Cloud Computing and Resource Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #cs.AI #cs.LG #cs.SE
4. Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow
   2023/02/16 by Victor Picheny, Joel Berkeley, Picheny, Victor +29 · 1 citation
   Computer Science · #Gaussian Processes and Bayesian Inference #Advanced Neural Network Applications #Machine Learning and Data Classification