Lisa Schut
4 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
stochastic gradient descent
(1)
model selection
(1)
bayesian inference
(1)
epistemic uncertainty
(1)
interpretable machine learning
(1)
neural architecture search
(1)
instruction following
(1)
neural network optimization
(1)
marginal likelihood
(1)
pac-bayes bound
(1)
counterfactual explanation
(1)
aleatoric uncertainty
(1)
predictive uncertainty
(1)
training speed
(1)
data generation
(1)
linear interpolation
(1)
performance estimation
(1)
model entropy
(1)
hindsight merging
(1)
Papers
Hindsight Merging: Diverse Data Generation with Language Models
UAI 2025
Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties
AISTATS 2021
Speedy Performance Estimation for Neural Architecture Search
NeurIPS 2021
A Bayesian Perspective on Training Speed and Model Selection
NeurIPS 2020