Ishaq Aden-Ali
5 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Hot Topic Early Bird
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Venues
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Keywords
pac learning
(3)
sample complexity
(3)
differential privacy
(2)
vc dimension
(1)
majority vote
(1)
graphical model
(1)
gaussian distribution
(1)
ensemble method
(1)
high dimensional
(1)
private learning
(1)
error-correcting code
(1)
gaussian mixture
(1)
sum-product network
(1)
high probability bound
(1)
total variation distance
(1)
hypothesis selection
(1)
distribution compression
(1)
markov inequality
(1)
vc class
(1)
list-decodable learning
(1)
Papers
Majority-of-Three: The Simplest Optimal Learner?
COLT 2024
The One-Inclusion Graph Algorithm is not Always Optimal
COLT 2023
On the Sample Complexity of Privately Learning Unbounded High-Dimensional Gaussians
ALT 2021
Privately Learning Mixtures of Axis-Aligned Gaussians
NeurIPS 2021
On the Sample Complexity of Learning Sum-Product Networks
AISTATS 2020