Ioannis Tsaknakis

1. An Introduction to Bi-level Optimization: Foundations and Applications in Signal Processing and Machine Learning
   2023/08/01 by Yihua Zhang, Prashant Khanduri, Zhang, Yihua +9 · 14 citations
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
2. Zeroth-Order SciML: Non-intrusive Integration of Scientific Software with Deep Learning
   2022/06/04 by Ioannis Tsaknakis, Tsaknakis, Ioannis, Bhavya Kailkhura +11 · 1 citation
   Computer Science · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science #Scientific Computing and Data Management