Ishaq Aden-Ali

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Covering Numbers

Sample Complexity

Function Classes

Top Venues

Publications

Ishaq Aden-Ali, Mikael Møller Høgsgaard, Kasper Green Larsen, Nikita Zhivotovskiy
Majority-of-Three: The Simplest Optimal Learner? CoRR (2024)
Ishaq Aden-Ali, Mikael Møller Høandgsgaard, Kasper Green Larsen, Nikita Zhivotovskiy
Majority-of-Three: The Simplest Optimal Learner? COLT (2024)
Ishaq Aden-Ali, Yeshwanth Cherapanamjeri, Abhishek Shetty, Nikita Zhivotovskiy
Optimal PAC Bounds Without Uniform Convergence. CoRR (2023)
Ishaq Aden-Ali, Yeshwanth Cherapanamjeri, Abhishek Shetty, Nikita Zhivotovskiy
Optimal PAC Bounds without Uniform Convergence. FOCS (2023)
Ishaq Aden-Ali, Yeshwanth Cherapanamjeri, Abhishek Shetty, Nikita Zhivotovskiy
The One-Inclusion Graph Algorithm is not Always Optimal. COLT (2023)
Ishaq Aden-Ali, Yeshwanth Cherapanamjeri, Abhishek Shetty, Nikita Zhivotovskiy
The One-Inclusion Graph Algorithm is not Always Optimal. CoRR (2022)
Ishaq Aden-Ali, Yanjun Han, Jelani Nelson, Huacheng Yu
On the amortized complexity of approximate counting. CoRR (2022)
Ishaq Aden-Ali, Hassan Ashtiani, Christopher Liaw
Privately Learning Mixtures of Axis-Aligned Gaussians. CoRR (2021)
Ishaq Aden-Ali, Hassan Ashtiani, Gautam Kamath
On the Sample Complexity of Privately Learning Unbounded High-Dimensional Gaussians. ALT (2021)
Ishaq Aden-Ali, Hassan Ashtiani, Christopher Liaw
Privately Learning Mixtures of Axis-Aligned Gaussians. NeurIPS (2021)
Ishaq Aden-Ali, Hassan Ashtiani
On the Sample Complexity of Learning Sum-Product Networks. AISTATS (2020)
Ishaq Aden-Ali, Hassan Ashtiani, Gautam Kamath
On the Sample Complexity of Privately Learning Unbounded High-Dimensional Gaussians. CoRR (2020)
Ishaq Aden-Ali, Hassan Ashtiani
On the Sample Complexity of Learning Sum-Product Networks. CoRR (2019)