Carl Hvarfner
7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(8)
Conferences
NIPS (3)
ICLR (2)
AUTOML (1)
ICML (1)
Top co-authors
Keywords
bayesian optimization
(3)
hyperparameter optimization
(2)
acquisition function
(2)
gaussian process
(2)
performance optimization
(1)
posterior sampling
(1)
deep learning
(1)
information-theoretic optimization
(1)
information gain
(1)
entropy search
(1)
expert belief
(1)
active learning
(1)
proxy task
(1)
compiler autotuning
(1)
black-box optimization
(1)
benchmark suite
(1)
Papers
CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization
AUTOML 2025
A General Framework for User-Guided Bayesian Optimization
ICLR 2024
Vanilla Bayesian Optimization Performs Great in High Dimensions
ICML 2024
PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning
NIPS 2023
Self-Correcting Bayesian Optimization through Bayesian Active Learning
NIPS 2023
Joint Entropy Search For Maximally-Informed Bayesian Optimization
NIPS 2022
$\pi$BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization
ICLR 2022