Conference paper
Concentration inequalities for nonlinear matroid intersection
Konstantin Makarychev, Warren Schudy, et al.
SODA 2012
In this work we propose new randomized rounding algorithms for matroid intersection and matroid base polytopes. We prove concentration inequalities for polynomial objective functions and constraints that has numerous applications and can be used in approximation algorithms for Minimum Quadratic Spanning Tree, Unrelated Parallel Machines Scheduling and scheduling with time windows and nonlinear objectives. We also show applications related to Constraint Satisfaction and dense polynomial optimization.
Konstantin Makarychev, Warren Schudy, et al.
SODA 2012
Maurice Queyranne, Maxim Sviridenko
Journal of Scheduling
Mark Braverman, Konstantin Makarychev, et al.
FOCS 2011
Haim Kaplan, Moshe Lewenstein, et al.
Journal of the ACM