Ishaq Aden-Ali

According to our database, Ishaq Aden-Ali authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Majority-of-Three: The Simplest Optimal Learner?

Ishaq Aden-Ali, Mikael Møller Høgsgaard, Kasper Green Larsen, Nikita Zhivotovskiy

CoRR, 2024

Majority-of-Three: The Simplest Optimal Learner?

Ishaq Aden-Ali, Mikael Møller Høandgsgaard, Kasper Green Larsen, Nikita Zhivotovskiy

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

On the Amortized Complexity of Approximate Counting.

Ishaq Aden-Ali, Yanjun Han, Jelani Nelson, Huacheng Yu

Proceedings of the Approximation, 2024

2023

Optimal PAC Bounds without Uniform Convergence.

Ishaq Aden-Ali, Yeshwanth Cherapanamjeri, Abhishek Shetty, Nikita Zhivotovskiy

Proceedings of the 64th IEEE Annual Symposium on Foundations of Computer Science, 2023

The One-Inclusion Graph Algorithm is not Always Optimal.

Ishaq Aden-Ali, Yeshwanth Cherapanamjeri, Abhishek Shetty, Nikita Zhivotovskiy

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2021

Privately Learning Mixtures of Axis-Aligned Gaussians.

Ishaq Aden-Ali, Hassan Ashtiani, Christopher Liaw

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

On the Sample Complexity of Privately Learning Unbounded High-Dimensional Gaussians.

Ishaq Aden-Ali, Hassan Ashtiani, Gautam Kamath

Proceedings of the Algorithmic Learning Theory, 2021

2020

On the Sample Complexity of Learning Sum-Product Networks.

Ishaq Aden-Ali, Hassan Ashtiani

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020