Robin A. Brown

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Probabilistic Networks

Semidefinite Programming

Quadratic Optimization

Top Venues

Publications

Robin A. Brown, David Esteban Bernal Neira, Davide Venturelli, Marco Pavone
A Copositive Framework for Analysis of Hybrid Ising-Classical Algorithms. SIAM J. Optim. 34 (2) (2024)
Lucas Fuentes Valenzuela, Robin A. Brown, Marco Pavone
Decentralized Implicit Differentiation. CoRR (2024)
David Esteban Bernal Neira, Robin A. Brown, Pratik Sathe, Filip A. Wudarski, Marco Pavone, Eleanor Gilbert Rieffel, Davide Venturelli
Benchmarking the Operation of Quantum Heuristics and Ising Machines: Scoring Parameter Setting Strategies on Optimization Applications. CoRR (2024)
Robin A. Brown, Davide Venturelli, Marco Pavone, David Esteban Bernal Neira
Accelerating Continuous Variable Coherent Ising Machines via Momentum. CoRR (2024)
Robin A. Brown, Davide Venturelli, Marco Pavone, David E. Bernal Neira
Accelerating Continuous Variable Coherent Ising Machines via Momentum. CPAIOR (1) (2024)
Robin A. Brown, Edward Schmerling, Navid Azizan, Marco Pavone
A Unified View of SDP-based Neural Network Verification through Completely Positive Programming. AISTATS (2022)
Robin A. Brown, Edward Schmerling, Navid Azizan, Marco Pavone
A Unified View of SDP-based Neural Network Verification through Completely Positive Programming. CoRR (2022)
Robin A. Brown, David Esteban Bernal Neira, Davide Venturelli, Marco Pavone
Copositive programming for mixed-binary quadratic optimization via Ising solvers. CoRR (2022)