W hen most people think of shapes, they imagine a triangle, a rectangle, or maybe even a fancier- sounding rhombus or ...

This book provides a systematic treatment of algebraic and topological properties of convex sets (possibly non-closed or unbounded) in the n-dimensional Euclidean space. Topics under consideration ...

Online Learning and Online Convex Optimization is a modern overview of online learning. Its aim is to provide the reader with a sense of some of the interesting ideas and in particular to underscore ...

Mathematics is the universal language of science while computer science is the study of the hardware and algorithms that are used in modern computer systems. Since many of the early pioneers of ...

20 mins: Introduction & Background (Motivation examples, literature review) 10 min: Problem Description (Give a formal definition of the studied problems) 30 min: Brainstorm Discussion (Propose ...

An evaluation framework for machine learning models simulating high-throughput materials discovery.