Behrang Shafei
6 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(3)
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
NIPS (4)
ICML (1)
JMLR (1)
Top co-authors
Keywords
bayesian optimization
(4)
black-box optimization
(2)
acquisition function
(2)
gaussian process
(1)
optimal control
(1)
value iteration
(1)
sequential optimization
(1)
asynchronous optimization
(1)
multi-objective optimization
(1)
regret bound
(1)
black-box function
(1)
information gain
(1)
transition constraint
(1)
multi-objective bayesian optimization
(1)
design of experiment
(1)
self-driving laboratory
(1)
joint entropy search
(1)
pathwise exploration
(1)
reinforcement learning
(1)
noisy objective function
(1)
Papers
BARK: A Fully Bayesian Tree Kernel for Black-box Optimization
ICML 2025
BoFire: Bayesian Optimization Framework Intended for Real Experiments
JMLR 2025
Transition Constrained Bayesian Optimization via Markov Decision Processes
NIPS 2024
Joint Entropy Search for Multi-Objective Bayesian Optimization
NIPS 2022
SnAKe: Bayesian Optimization with Pathwise Exploration
NIPS 2022
Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces
NIPS 2022