Learning Theory From First Principles
Francis Bach
The Design of Approximation Algorithms
David P. Williamson & David B. Shmoys
Filtering and System Identification: A Least Squares Approach
Michel Verhaegen & Vincent Verdult
Non-Convex Optimization for Machine Learning
Prateek Jain & Purushottam Kar
Collection of Problems in Probability Theory
L. D. Meshalkin
Reading, Writing, and Proving: A Closer Look at Mathematics
Ulrich Daepp & Pamela Gorkin
Combinatorial Optimization: Theory and Algorithms
Bernhard Korte & Jens Vygen
Algorithms and Combinatorics (2)