Portfolio item number 1
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Posts by Collection
portfolio
Portfolio item number 2
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publications
Neural networks with linear threshold activations: structure and algorithms
Sammy Khalife, Hongyu Cheng, Amitabh Basu
Published in Mathematical Programming Journal, 2023. [link, pdf]
Data-driven algorithm design using neural networks with applications to branch-and-cut
Hongyu Cheng, Sammy Khalife, Barbara Fiedorowicz, Amitabh Basu
Preprint in arXiv, 2024. [arXiv, pdf]
talks
teaching
EN.553.385 Numerical Linear Algebra
Undergraduate course, Johns Hopkins University, Department of Applied Mathematics and Statistics, Spring 2022.
Teaching assistant to Dr. Sammy Khalife.
EN.553.665 Introduction to Convexity
Graduate course, Johns Hopkins University, Department of Applied Mathematics and Statistics, Fall 2022.
Teaching assistant to Prof. Amitabh Basu.
EN.553.766 Combinatorial Optimization
Graduate course, Johns Hopkins University, Department of Applied Mathematics and Statistics, Spring 2023.
Teaching assistant to Prof. Amitabh Basu.
EN.553.762 Nonlinear Optimization II
Graduate course, Johns Hopkins University, Department of Applied Mathematics and Statistics, Spring 2023.
Teaching assistant to Prof. Benjamin Grimmer.
EN.553.665 Introduction to Convexity
Graduate course, Johns Hopkins University, Department of Applied Mathematics and Statistics, Fall 2023.
Teaching assistant to Prof. Amitabh Basu.
EN.553.665 Introduction to Convexity
Graduate course, Johns Hopkins University, Department of Applied Mathematics and Statistics, Spring 2024.
Teaching assistant to Prof. Amitabh Basu.