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cs.LG2024
Projection-Free Online Convex Optimization with Time-Varying Constraints
Dan Garber, Ben Kretzu
We consider the setting of online convex optimization with adversarial time-varying constraints in which actions must be feasible w.r.t. a fixed constraint set, and are also requir…
math.OC2024
Low-Rank Extragradient Methods for Scalable Semidefinite Optimization
Dan Garber, Atara Kaplan
We consider several classes of highly important semidefinite optimization problems that involve both a convex objective function (smooth or nonsmooth) and additional linear or nonl…