Lisa Schut
4 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(5)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
AISTATS (1)
UAI (1)
Top co-authors
Keywords
stochastic gradient descent
(1)
model selection
(1)
bayesian inference
(1)
epistemic uncertainty
(1)
interpretable machine learning
(1)
neural architecture search
(1)
neural network optimization
(1)
marginal likelihood
(1)
pac-bayes bound
(1)
counterfactual explanation
(1)
aleatoric uncertainty
(1)
predictive uncertainty
(1)
training speed
(1)
performance estimation
(1)
Papers
Hindsight Merging: Diverse Data Generation with Language Models
UAI 2025
Speedy Performance Estimation for Neural Architecture Search
NIPS 2021
Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties
AISTATS 2021
A Bayesian Perspective on Training Speed and Model Selection
NIPS 2020