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2020 Book Chapter Parallel optimization techniques for machine learningKylasa, Sudhir, Fang, Chih-Hao, Roosta, Fred and Grama, Ananth (2020). Parallel optimization techniques for machine learning. Parallel algorithms in computational science and engineering. (pp. 381-417) edited by Ananth Grama and Ahmed H. Sameh. Cham, Switzerland: Birkhauser. doi: 10.1007/978-3-030-43736-7_13 |
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2019 Book Chapter Optimization methods for inverse problemsYe, Nan, Roosta-Khorasani, Farbod and Cui, Tiangang (2019). Optimization methods for inverse problems. 2017 MATRIX annals. (pp. 121-140) edited by David R. Wood, Jan de Gier, Cheryl E. Praeger and Terence Tao. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-04161-8_9 |
