Katharina Eggensperger
7 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (10) π Cross-Pollinator (11) π£ Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
π
Trend Setter
Conferences
JMLR (2)
ACL (1)
ICLR (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
hyperparameter optimization
(3)
bayesian optimization
(2)
model selection
(2)
automated machine learning
(2)
stochastic process
(1)
nearest neighbor classifier
(1)
algorithm selection
(1)
foundation model
(1)
tabular datum
(1)
algorithm configuration
(1)
interpretable prediction
(1)
neural network
(1)
pipeline selection
(1)
interpretable inference
(1)
tabular machine learning
(1)
runtime prediction
(1)
combinatorial optimization
(1)
bandit strategy
(1)
ensemble learning
(1)
in-context learning
(1)
Papers
In-Context Learning of Soft Nearest Neighbor Classifiers for Intelligible Tabular Machine Learning
ACL 2025
Position: Why We Must Rethink Empirical Research in Machine Learning
ICML 2024
TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second
ICLR 2023
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
JMLR 2022
Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning
JMLR 2022
Neural Networks for Predicting Algorithm Runtime Distributions
IJCAI 2018
Efficient and Robust Automated Machine Learning
NIPS 2015