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Multi-point Feedback of Bandit Convex Optimization with Hard Constraints
We also extend the result for the case where the loss functions are strongly convex and show that both regret and constraint violation bounds can be further reduced.
Bézier Flow: a Surface-wise Gradient Descent Method for Multi-objective Optimization
In this paper, we propose a strategy to construct a multi-objective optimization algorithm from a single-objective optimization algorithm by using the B\'ezier simplex model.
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