4 citations · 6 across the 7 of their papers we have counts for
3 papers · 1 filter
Optimistic Online Learning in Symmetric Cone Games
Anas Barakat, Wayne Lin, John Lazarsfeld +1
We introduce symmetric cone games (SCGs), a broad class of multi-player games where each player's strategy lies in a generalized simplex (the trace-one slice of a symmetric cone).…
A Primal-Dual Framework for Symmetric Cone Programming
Jiaqi Zheng, Antonios Varvitsiotis, Tiow-Seng Tan +1
In this paper, we introduce a primal-dual algorithmic framework for solving Symmetric Cone Programs (SCPs), a versatile optimization model that unifies and extends Linear, Second-O…
Multiplicative Updates for Online Convex Optimization over Symmetric Cones
Ilayda Canyakmaz, Wayne Lin, Georgios Piliouras +1
We study online convex optimization where the possible actions are trace-one elements in a symmetric cone, generalizing the extensively-studied experts setup and its quantum counte…