Ryan Theisen
5 papers · 2021–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (2) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
β
The Questioner
(2)
Conferences
NIPS (4)
AISTATS (1)
Top co-authors
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)
generalization performance
(1)
interpolating classifier
(1)
over-parameterized model
(1)
classification task
(1)
local metric
(1)
disagreement rate
(1)
learning theory
(1)
Papers
How many classifiers do we need?
NIPS 2024
When are ensembles really effective?
NIPS 2023
Evaluating State-of-the-Art Classification Models Against Bayes Optimality
NIPS 2021
Taxonomizing local versus global structure in neural network loss landscapes
NIPS 2021
Good Classifiers are Abundant in the Interpolating Regime
AISTATS 2021