1 citations · 2 across the 3 of their papers we have counts for
3 papers
Classical and Quantum Distributed Algorithms for the Survivable Network Design Problem
Phillip Kerger, David E. Bernal Neira, Zoe Gonzalez Izquierdo +1
We investigate distributed classical and quantum approaches for the survivable network design problem (SNDP), sometimes called the generalized Steiner problem. These problems gener…
Information Complexity of Mixed-integer Convex Optimization
Amitabh Basu, Hongyi Jiang, Phillip Kerger +1
We investigate the information complexity of mixed-integer convex optimization under different types of oracles. We establish new lower bounds for the standard first-order oracle,…
Quantum Image Denoising: A Framework via Boltzmann Machines, QUBO, and Quantum Annealing
Phillip Kerger, Ryoji Miyazaki
We investigate a framework for binary image denoising via restricted Boltzmann machines (RBMs) that introduces a denoising objective in quadratic unconstrained binary optimization…