Practical, Utilitarian Algorithm Configuration.

Devon R. Graham Devon R. Graham Eros Rojas Velez Kevin Leyton-Brown Practical, Utilitarian Algorithm Configuration. 36937-36945 2026 AAAI https://doi.org/10.1609/aaai.v40i43.41021 conf/aaai/2026 db/conf/aaai/aaai2026.html#GrahamVL26 Devon R. Graham Kevin Leyton-Brown Utilitarian Algorithm Configuration for Infinite Parameter Spaces. 2025 ICLR https://openreview.net/forum?id=CA06Nqa7CG conf/iclr/2025 db/conf/iclr/iclr2025.html#GrahamL25

Devon R. Graham Kevin Leyton-Brown Practical, Utilitarian Algorithm Configuration. 2025 October abs/2510.14683 CoRR https://doi.org/10.48550/arXiv.2510.14683 db/journals/corr/corr2510.html#abs-2510-14683 streams/journals/corr

Devon R. Graham Kevin Leyton-Brown Utilitarian Algorithm Configuration for Infinite Parameter Spaces. 2024 abs/2405.18246 CoRR https://doi.org/10.48550/arXiv.2405.18246 db/journals/corr/corr2405.html#abs-2405-18246

Devon R. Graham Kevin Leyton-Brown Tim Roughgarden Formalizing Preferences Over Runtime Distributions. 11659-11682 2023 ICML https://proceedings.mlr.press/v202/graham23a.html conf/icml/2023 db/conf/icml/icml2023.html#GrahamLR23 Devon R. Graham Kevin Leyton-Brown Tim Roughgarden Utilitarian Algorithm Configuration. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/d98d9cef0c189f1db95f1d94652f7051-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#GrahamLR23

Devon R. Graham Kevin Leyton-Brown Tim Roughgarden Utilitarian Algorithm Configuration. 2023 abs/2310.20401 CoRR https://doi.org/10.48550/arXiv.2310.20401 db/journals/corr/corr2310.html#abs-2310-20401

Devon R. Graham Kevin Leyton-Brown Tim Roughgarden Formalizing Preferences Over Runtime Distributions. 2022 abs/2205.13028 CoRR https://doi.org/10.48550/arXiv.2205.13028 db/journals/corr/corr2205.html#abs-2205-13028

Gellért Weisz András György 0001 Wei-I Lin Devon R. Graham Kevin Leyton-Brown Csaba Szepesvári Brendan Lucier ImpatientCapsAndRuns: Approximately Optimal Algorithm Configuration from an Infinite Pool. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/ca5520b5672ea120b23bde75c46e76c6-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#Weisz0LGLSL20

Devon R. Graham Satish Kumar Sarraf Taylor Lundy Ali MohammadMehr Sara Uppal Tae-Yoon Lee Hedayat Zarkoob Scott Duke Kominers Kevin Leyton-Brown Smarter Parking: Using AI to Identify Parking Inefficiencies in Vancouver. 2020 abs/2003.09761 CoRR https://arxiv.org/abs/2003.09761 db/journals/corr/corr2003.html#abs-2003-09761

Robert Kleinberg Kevin Leyton-Brown Brendan Lucier Devon R. Graham Procrastinating with Confidence: Near-Optimal, Anytime, Adaptive Algorithm Configuration. 8881-8891 2019 NeurIPS https://proceedings.neurips.cc/paper/2019/hash/538a50fb36b97123adc3627cbdb223bf-Abstract.html http://papers.nips.cc/paper/9091-procrastinating-with-confidence-near-optimal-anytime-adaptive-algorithm-configuration conf/nips/2019 db/conf/nips/nips2019.html#KleinbergLLG19

Robert Kleinberg Kevin Leyton-Brown Brendan Lucier Devon R. Graham Procrastinating with Confidence: Near-Optimal, Anytime, Adaptive Algorithm Configuration. 2019 abs/1902.05454 CoRR http://arxiv.org/abs/1902.05454 db/journals/corr/corr1902.html#abs-1902-05454

Devon R. Graham Siamak Ravanbakhsh Deep Models for Relational Databases. 2019 abs/1903.09033 CoRR http://arxiv.org/abs/1903.09033 db/journals/corr/corr1903.html#abs-1903-09033

Jason S. Hartford Devon R. Graham Kevin Leyton-Brown Siamak Ravanbakhsh Deep Models of Interactions Across Sets. 1914-1923 2018 ICML http://proceedings.mlr.press/v80/hartford18a.html conf/icml/2018 db/conf/icml/icml2018.html#HartfordGLR18

Jason S. Hartford Devon R. Graham Kevin Leyton-Brown Siamak Ravanbakhsh Deep Models of Interactions Across Sets. 2018 abs/1803.02879 CoRR http://arxiv.org/abs/1803.02879 db/journals/corr/corr1803.html#abs-1803-02879

András György 0001 Jason S. Hartford Robert D. KleinbergRobert Kleinberg Scott Duke Kominers Tae-Yoon Lee Kevin Leyton-Brown Wei-I Lin Brendan Lucier Taylor Lundy Ali MohammadMehr Siamak Ravanbakhsh Timothy RoughgardenTim Roughgarden Satish Kumar Sarraf Csaba Szepesvári Sara Uppal Eros Rojas Velez Gellért Weisz Hedayat Zarkoob