Milad Sefidgaran

According to our database, Milad Sefidgaran authored at least 20 papers between 2009 and 2024.

Collaborative distances:

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

2024

Data-Dependent Generalization Bounds via Variable-Size Compressibility.

Milad Sefidgaran, Abdellatif Zaidi

IEEE Trans. Inf. Theory, September, 2024

Minimal Communication-Cost Statistical Learning.

Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski

Proceedings of the IEEE International Symposium on Information Theory, 2024

Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often!

Milad Sefidgaran, Romain Chor, Abdellatif Zaidi, Yijun Wan

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

2023

Federated Learning You May Communicate Less Often!

Milad Sefidgaran, Romain Chor, Abdellatif Zaidi, Yijun Wan

CoRR, 2023

Minimum Description Length and Generalization Guarantees for Representation Learning.

Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski

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

More Communication Does Not Result in Smaller Generalization Error in Federated Learning.

Romain Chor, Milad Sefidgaran, Abdellatif Zaidi

Proceedings of the IEEE International Symposium on Information Theory, 2023

2022

Lower Bound on the Capacity of the Continuous-Space SSFM Model of Optical Fiber.

Milad Sefidgaran, Mansoor I. Yousefi

IEEE Trans. Inf. Theory, 2022

Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning.

Milad Sefidgaran, Romain Chor, Abdellatif Zaidi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms.

Milad Sefidgaran, Amin Gohari, Gaël Richard, Umut Simsekli

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021

Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks.

Melih Barsbey, Milad Sefidgaran, Murat A. Erdogdu, Gaël Richard, Umut Simsekli

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

2020

On the Capacity of the Continuous-Space SSFM Model of Optical Fiber.

Milad Sefidgaran, Mansoor I. Yousefi

Proceedings of the IEEE Information Theory Workshop, 2020

Zero-Error Sum Modulo Two with a Common Observation.

Milad Sefidgaran, Aslan Tchamkerten

Proceedings of the IEEE Information Theory Workshop, 2020

2016

Distributed Function Computation Over a Rooted Directed Tree.

Milad Sefidgaran, Aslan Tchamkerten

IEEE Trans. Inf. Theory, 2016

2015

On Körner-Marton's sum modulo two problem.

Milad Sefidgaran, Amin Gohari, Mohammad Reza Aref

Proceedings of the Iran Workshop on Communication and Information Theory, 2015

2013

Distributed function computation over a tree network.

Milad Sefidgaran, Aslan Tchamkerten

Proceedings of the 2013 IEEE Information Theory Workshop, 2013

2012

On function computation over a cascade network.

Milad Sefidgaran, Aslan Tchamkerten

Proceedings of the 2012 IEEE Information Theory Workshop, 2012

On cooperation in multi-terminal computation and rate distortion.

Milad Sefidgaran, Aslan Tchamkerten

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

2011

Computing a Function of Correlated Sources

Milad Sefidgaran, Aslan Tchamkerten

CoRR, 2011

Computing a function of correlated Sources: A rate region.

Milad Sefidgaran, Aslan Tchamkerten

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2009

Reliable source transmission over relay networks with Side Information.

Milad Sefidgaran, Bahareh Akhbari, Yalda Mohsenzadeh, Mohammad Reza Aref

Proceedings of the IEEE International Symposium on Information Theory, 2009