A Parametric Approach for Solving Convex Quadratic Optimization with Indicators Over Trees
This paper investigates convex quadratic optimization problems involving $ n $ indicator
variables, each associated with a continuous variable, particularly focusing on scenarios …
variables, each associated with a continuous variable, particularly focusing on scenarios …
Solution Path of Time-varying Markov Random Fields with Discrete Regularization
We study the problem of inferring sparse time-varying Markov random fields (MRFs) with
different discrete and temporal regularizations on the parameters. Due to the intractability of …
different discrete and temporal regularizations on the parameters. Due to the intractability of …