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Filtering by: Creator Wu, JunJie Committee Member Fern, Xiaoli Degree Field Computer Science

Stake-Free Evaluations of Black-Box Optimization and Spatio-Temporal Graph Network Algorithms

Creator:

Merrill, Erich, III

Abstract:

Papers proposing novel machine learning algorithms tend to present the algorithm or technique in question in the best possible light. The standard practice is generally for authors to emphasize their proposed algorithms' performance in the precise setting where it is maximally impressive, often by only fully evaluating their best known...

Resource Type:

Dissertation