Specialization: Data Science Foundations: Data Structures and Algorithms Instructor: Sriram Sankaranarayanan, Assistant Professor Prior knowledge needed: Mathematical Background: We expect that the ...

Course Description This course is part three of a specialization on algorithms and data structures. It covers basic algorithm design techniques such as divide and conquer, dynamic programming, and ...

This paper presents convergence analysis of some algorithms for solving systems of nonlinear equations defined by locally Lipschitzian functions. For the directional derivative-based and the ...

Nicholas A. Johnson, A Dynamic Programming Algorithm for the Fused Lasso and L₀-Segmentation, Journal of Computational and Graphical Statistics, Vol. 22, No. 2 (June 2013), pp. 246-260 ...