1 citations · 1 across the 8 of their papers we have counts for
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Optimal Battery Placement in Power Grid
Ruotong Sun, Ermin Wei, Lihui Yi
We study the optimal placement of an unlimited-capacity battery in power grids under a centralized market model, where the independent system operator (ISO) aims to minimize total…
Extended-variable probabilistic computing with p-dits
Christian Duffee, Jordan Athas, Andrea Grimaldi +4
Ising machines can solve combinatorial optimization problems by representing them as energy minimization problems. A common implementation is the probabilistic Ising machine (PIM),…
Incentive Analysis for Agent Participation in Federated Learning
Lihui Yi, Xiaochun Niu, Ermin Wei
Federated learning offers a decentralized approach to machine learning, where multiple agents collaboratively train a model while preserving data privacy. In this paper, we investi…
A Decomposition Framework for Nonlinear Nonconvex Two-Stage Optimization
Yuchen Lou, Xinyi Luo, Andreas Wächter +1
We propose a new decomposition framework for continuous nonlinear constrained two-stage optimization, where both first- and second-stage problems can be nonconvex. A smoothing tech…