Martin Wistuba
14 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) π£ Hot Topic Early Bird
π
Conference Polyglot
(7)
π
Academic Marathon
(6)
π£
Hot Topic Early Bird
π
Grand Slam
π
Century Club
(14)
π₯
Unstoppable
(5)
Conferences
AAAI (3)
NIPS (3)
ICLR (2)
ICML (2)
IJCAI (2)
AISTATS (1)
AUTOML (1)
Top co-authors
Keywords
hyperparameter optimization
(7)
learning curve
(3)
multi-fidelity optimization
(2)
neural network
(2)
neural architecture search
(2)
bayesian optimization
(2)
pipeline optimization
(2)
automated machine learning
(2)
multi-armed bandit
(2)
natural language processing
(1)
incremental learning
(1)
transfer learning
(1)
heuristic search
(1)
energy efficiency
(1)
model selection
(1)
distributed learning
(1)
bayesian treatment
(1)
uncertainty quantification
(1)
variational inference
(1)
early stopping
(1)
Papers
Hyperband-based Bayesian Optimization for Black-box Prompt Selection
ICML 2025
PASHA: Efficient HPO and NAS with Progressive Resource Allocation
ICLR 2023
Scaling Laws for Hyperparameter Optimization
NIPS 2023
Variational Boosted Soft Trees
AISTATS 2023
Memory Efficient Continual Learning with Transformers
NIPS 2022
Supervising the Multi-Fidelity Race of Hyperparameter Configurations
NIPS 2022
Syne Tune: A Library for Large Scale Hyperparameter Tuning and Reproducible Research
AUTOML 2022
Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization
AAAI 2022
Few-Shot Bayesian Optimization with Deep Kernel Surrogates
ICLR 2021
AutoText: An End-to-End AutoAI Framework for Text
AAAI 2021
Searching for Machine Learning Pipelines Using a Context-Free Grammar
AAAI 2021
Hardware-Aware Neural Architecture Search: Survey and Taxonomy
IJCAI 2021
Learning to Rank Learning Curves
ICML 2020
Optimal Exploitation of Clustering and History Information in Multi-armed Bandit
IJCAI 2019