Ishaq Aden-Ali
5 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)
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The Questioner
Conferences
COLT (2)
AISTATS (1)
ALT (1)
NIPS (1)
Top co-authors
Keywords
differential privacy
(2)
sample complexity
(2)
pac learning
(2)
graphical model
(1)
gaussian distribution
(1)
ensemble method
(1)
high dimensional
(1)
private learning
(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)
axis-aligned gaussian
(1)
approximate differential privacy
(1)
pac classification
(1)
Papers
Majority-of-Three: The Simplest Optimal Learner?
COLT 2024
The One-Inclusion Graph Algorithm is not Always Optimal
COLT 2023
Privately Learning Mixtures of Axis-Aligned Gaussians
NIPS 2021
On the Sample Complexity of Privately Learning Unbounded High-Dimensional Gaussians
ALT 2021
On the Sample Complexity of Learning Sum-Product Networks
AISTATS 2020