A Unified View of SDP-based Neural Network Verification through Completely Positive Programming RA Brown, E Schmerling, N Azizan, M Pavone International Conference on Artificial Intelligence and Statistics, 9334-9355, 2022 | 11 | 2022 |
A Copositive Framework for Analysis of Hybrid Ising-Classical Algorithms R Brown, DEB Neira, D Venturelli, M Pavone | 9* | 2024 |
On Local Computation for Network-Structured Convex Optimization in Multiagent Systems R Brown, F Rossi, K Solovey, M Tsao, MT Wolf, M Pavone IEEE Transactions on Control of Network Systems 8 (2), 542-554, 2021 | 5 | 2021 |
Exploiting locality and structure for distributed optimization in multi-agent systems R Brown, F Rossi, K Solovey, MT Wolf, M Pavone 2020 European Control Conference (ECC), 440-447, 2020 | 5 | 2020 |
Benchmarking the Operation of Quantum Heuristics and Ising Machines: Scoring Parameter Setting Strategies on Optimization Applications DE Bernal Neira, R Brown, P Sathe, F Wudarski, M Pavone, EG Rieffel, ... arXiv e-prints, arXiv: 2402.10255, 2024 | 3* | 2024 |
Accelerating Continuous Variable Coherent Ising Machines via Momentum R Brown, D Venturelli, M Pavone, DEB Neira arXiv preprint arXiv:2401.12135, 2024 | 2 | 2024 |
Decentralized Implicit Differentiation L Fuentes Valenzuela, R Brown, M Pavone arXiv e-prints, arXiv: 2403.01260, 2024 | | 2024 |
CS329D Final Project: Covariate shifts in multi-agent interactions R Brown, R Dyro, R Sinha | | |
Copositive optimization via Ising solvers R Brown, D Bernal, A Sahasrabudhe, A Lott, D Venturelli, M Pavone | | |