Behrooz Tahmasebi

CoRR, 2024

Coded Computing for Resilient Distributed Computing: A Learning-Theoretic Framework.

[BibT_eX]

[DOI]

Parsa Moradi

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

A Universal Class of Sharpness-Aware Minimization Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Sample Complexity Bounds for Estimating Probability Divergences under Invariances.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

The Exact Sample Complexity Gain from Invariances for Kernel Regression on Manifolds.

[BibT_eX]

[DOI]

CoRR, 2023

The Exact Sample Complexity Gain from Invariances for Kernel Regression.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

The Power of Recursion in Graph Neural Networks for Counting Substructures.

[BibT_eX]

[DOI]

Derek Lim

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2021

The Capacity of Associated Subsequence Retrieval.

[BibT_eX]

[DOI]

Seyed Abolfazl Motahari

IEEE Trans. Inf. Theory, 2021

2020

Counting Substructures with Higher-Order Graph Neural Networks: Possibility and Impossibility Results.

[BibT_eX]

[DOI]

CoRR, 2020

Private Function Computation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

Private Sequential Function Computation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Optimum Transmission Delay for Function Computation in NFV-Based Networks: The Role of Network Coding and Redundant Computing.

[BibT_eX]

[DOI]

Saeedeh Parsaeefard

Babak Hossein Khalaj

IEEE J. Sel. Areas Commun., 2018

Information theoretic limits of learning of the causal features in a linear model.

[BibT_eX]

[DOI]

Seyed Abolfazl Motahari

Proceedings of the Iran Workshop on Communication and Information Theory, 2018

Information Theory of Mixed Population Genome-Wide Association Studies.

[BibT_eX]

[DOI]

Seyed Abolfazl Motahari

Proceedings of the IEEE Information Theory Workshop, 2018

Genome-Wide Association Studies: Information Theoretic Limits of Reliable Learning.

[BibT_eX]

[DOI]

Abolfazl S. Motahari

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

On the Identifiability of Parameters in the Population Stratification Problem: A Worst-Case Analysis.

[BibT_eX]

[DOI]

Abolfazl S. Motahari