Ryan Theisen
5 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
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The Questioner
(2)
Venues
Top co-authors
Research topics
Keywords
ensemble learning
(2)
neural network
(2)
error rate
(2)
majority vote
(2)
loss landscape
(1)
bayes error
(1)
uniform convergence
(1)
generalization error
(1)
classifier disagreement
(1)
majority voting
(1)
generative model
(1)
ensemble method
(1)
normalizing flow
(1)
overparameterized model
(1)
generalization performance
(1)
interpolating classifier
(1)
classification task
(1)
local metric
(1)
disagreement rate
(1)
learning theory
(1)
Papers
How many classifiers do we need?
NeurIPS 2024
When are ensembles really effective?
NeurIPS 2023
Evaluating State-of-the-Art Classification Models Against Bayes Optimality
NeurIPS 2021
Good Classifiers are Abundant in the Interpolating Regime
AISTATS 2021
Taxonomizing local versus global structure in neural network loss landscapes
NeurIPS 2021