Alexander Thebelt

1. OMLT: Optimization & Machine Learning Toolkit
   2022/02/04 by Francesco Ceccon, Ceccon, Francesco, Jordan Jalving +11 · 12 citations
   Computer Science · Engineering · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications #Optimization and Control (math.OC)
2. Partition-based formulations for mixed-integer optimization of trained ReLU neural networks
   2021/02/08 by Calvin Tsay, Jan Kronqvist, Tsay, Calvin +5 · 6 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC)
3. Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces
   2022/07/02 by Alexander Thebelt, Thebelt, Alexander, Calvin Tsay +11 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Optimization and Control (math.OC)