Search Results for author: Devon R. Graham

Found 2 papers, 2 papers with code

Utilitarian Algorithm Configuration

1 code implementation NeurIPS 2023 Devon R. Graham, Kevin Leyton-Brown, Tim Roughgarden

We prove upper bounds on the runtime of these procedures that are similar to theoretical lower bounds, while also demonstrating their performance empirically.

Formalizing Preferences Over Runtime Distributions

1 code implementation25 May 2022 Devon R. Graham, Kevin Leyton-Brown, Tim Roughgarden

We propose a principled alternative, taking a utility-theoretic approach to characterize the scoring functions that describe preferences over algorithms.

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