Optimization


Journal Articles


1. Grapiglia, Geovani N.; Nesterov, Yurii. Accelerated Regularized Newton Methods for Minimizing Composite Convex Functions. In: SIAM Journal on Optimization, Vol. 29, no.1, p. 77-99 (2019). doi:10.1137/17m1142077. http://hdl.handle.net/2078.1/219411

2. Gasnikov, A. V.; Gasnikova, E. V.; Nesterov, Yurii. Dual Methods for Finding Equilibriums in Mixed Models of Flow Distribution in Large Transportation Networks. In: Computational Mathematics and Mathematical Physics, Vol. 58, no.9, p. 1395-1403 (2018). doi:10.1134/s0965542518090075. http://hdl.handle.net/2078.1/219410


Working Papers


1. Nesterov, Yurii; Florea, Mihai. Gradient methods with memory (xxx), 2019. 17 p. http://hdl.handle.net/2078.1/223027

2. Nesterov, Yurii. Inexact basic tensor methods (xxx), 2019. 28 p. http://hdl.handle.net/2078.1/223030

3. Doikov, Nikita; Nesterov, Yurii. Local convergence of tensor methods (xxx), 2019. 19 p. http://hdl.handle.net/2078.1/223026


Books


1. Nesterov, Yurii. Lectures on Convex Optimization. Springer: Cham, 2019. 978-3319915777. 589 pages. http://hdl.handle.net/2078.1/223047