Constrained Online Convex Optimization
PulseAugur coverage of Constrained Online Convex Optimization — every cluster mentioning Constrained Online Convex Optimization across labs, papers, and developer communities, ranked by signal.
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New BAGEL algorithm tackles adversarial COCO with Separation Oracle access
Researchers have developed a new algorithm called BAGEL for adversarial Constrained Online Convex Optimization (COCO). This algorithm is designed to perform well even when the action set can only be accessed through a S…
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New theoretical lower bound established for COCO algorithm
Researchers have established a new theoretical lower bound for the OGD+Projection algorithm in constrained online convex optimization. This work demonstrates that the cumulative constraint violation (CCV) for the OGD+Pr…
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New algorithm improves guarantees for constrained online convex optimization
Researchers have developed a new projection-based algorithm for Constrained Online Convex Optimization (COCO) that significantly improves performance. The algorithm achieves logarithmic regret and cumulative constraint …