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Ioannis Tsaknakis

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An Introduction to Bi-level Optimization: Foundations and Applications in Signal Processing and Machine Learning

Aug 03, 2023
Yihua Zhang, Prashant Khanduri, Ioannis Tsaknakis, Yuguang Yao, Mingyi Hong, Sijia Liu

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Zeroth-Order SciML: Non-intrusive Integration of Scientific Software with Deep Learning

Jun 04, 2022
Ioannis Tsaknakis, Bhavya Kailkhura, Sijia Liu, Donald Loveland, James Diffenderfer, Anna Maria Hiszpanski, Mingyi Hong

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Hybrid Block Successive Approximation for One-Sided Non-Convex Min-Max Problems: Algorithms and Applications

Feb 21, 2019
Songtao Lu, Ioannis Tsaknakis, Mingyi Hong, Yongxin Chen

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