David Walz
4 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (3)
JMLR (1)
Top co-authors
Keywords
bayesian optimization
(2)
black-box optimization
(1)
hyperparameter optimization
(1)
sequential optimization
(1)
asynchronous optimization
(1)
regret bound
(1)
graph isomorphism
(1)
mixed-integer optimization
(1)
molecular design
(1)
mixed-integer programming
(1)
design of experiment
(1)
symmetry breaking
(1)
graph neural network
(1)
self-driving laboratory
(1)
combinatorial optimization
(1)
pathwise exploration
(1)
Papers
BoFire: Bayesian Optimization Framework Intended for Real Experiments
JMLR 2025
Optimizing over trained GNNs via symmetry breaking
NIPS 2023
SnAKe: Bayesian Optimization with Pathwise Exploration
NIPS 2022
Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces
NIPS 2022