Devon Graham
4 papers · 2018–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(3)
Optimization
(3)
Optimization & Theory
(3)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Foundations
(1)
Learning Types · Deep Learning
(1)
Keywords
algorithm configuration
(3)
hyperparameter optimization
(2)
online algorithm
(2)
stochastic optimization
(2)
matrix completion
(1)
parameter optimization
(1)
hyperparameter tuning
(1)
adaptive algorithm
(1)
anytime algorithm
(1)
runtime optimization
(1)
cross-domain generalization
(1)
utility maximization
(1)
recommender system
(1)
optimal algorithm
(1)
permutation equivariant
(1)
interaction modeling
(1)
infinite pool
(1)
matrix extrapolation
(1)
permutation equivariance
(1)
deep learning
(1)
Papers
Utilitarian Algorithm Configuration
NeurIPS 2023
ImpatientCapsAndRuns: Approximately Optimal Algorithm Configuration from an Infinite Pool
NeurIPS 2020
Procrastinating with Confidence: Near-Optimal, Anytime, Adaptive Algorithm Configuration
NeurIPS 2019
Deep Models of Interactions Across Sets
ICML 2018