52 citations · 216 across the 27 of their papers we have counts for
4 papers · 1 filter
Learning from power system data stream: phasor-detective approach
Mauro Escobar, Daniel Bienstock, Michael Chertkov
Assuming access to synchronized stream of Phasor Measurement Unit (PMU) data over a significant portion of a power system interconnect, say controlled by an Independent System Oper…
Principled Deep Neural Network Training through Linear Programming
Daniel Bienstock, Gonzalo Muñoz, Sebastian Pokutta
Deep learning has received much attention lately due to the impressive empirical performance achieved by training algorithms. Consequently, a need for a better theoretical understa…
Stochastic defense against complex grid attacks
Daniel Bienstock, Mauro Escobar
We describe defense mechanisms designed to detect sophisticated grid attacks involving both physical actions (including load modification) and sensor output alteration, with the la…
Simpler derivation of bounded pitch inequalities for set covering, and minimum knapsack sets
Daniel Bienstock, Mark Zuckerberg
A valid inequality α^Tx \ge α_0 for a set covering problem is said to have pitch <= k ( a positive integer) if the k smallest positive α_j sum to at least alpha_0. This paper prese…