Milad Sefidgaran

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 20

Top Topics

Distributed Learning

Minimum Description Length

Generalization Error

Top Venues

IEEE Trans. Inf. Theory

Publications

Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski
Minimal Communication-Cost Statistical Learning. CoRR (2024)
Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski
Minimum Description Length and Generalization Guarantees for Representation Learning. CoRR (2024)
Milad Sefidgaran, Abdellatif Zaidi
Data-dependent Generalization Bounds via Variable-Size Compressibility. CoRR (2023)
Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski
Minimum Description Length and Generalization Guarantees for Representation Learning. NeurIPS (2023)
Romain Chor, Milad Sefidgaran, Abdellatif Zaidi
More Communication Does Not Result in Smaller Generalization Error in Federated Learning. CoRR (2023)
Romain Chor, Milad Sefidgaran, Abdellatif Zaidi
More Communication Does Not Result in Smaller Generalization Error in Federated Learning. ISIT (2023)
Milad Sefidgaran, Romain Chor, Abdellatif Zaidi, Yijun Wan
Federated Learning You May Communicate Less Often! CoRR (2023)
Milad Sefidgaran, Romain Chor, Abdellatif Zaidi
Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning. CoRR (2022)
Milad Sefidgaran, Amin Gohari, Gaël Richard, Umut Simsekli
Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms. CoRR (2022)
Milad Sefidgaran, Mansoor I. Yousefi
Lower Bound on the Capacity of the Continuous-Space SSFM Model of Optical Fiber. IEEE Trans. Inf. Theory 68 (4) (2022)
Milad Sefidgaran, Amin Gohari, Gaël Richard, Umut Simsekli
Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms. COLT (2022)
Milad Sefidgaran, Romain Chor, Abdellatif Zaidi
Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning. NeurIPS (2022)
Melih Barsbey, Milad Sefidgaran, Murat A. Erdogdu, Gaël Richard, Umut Simsekli
Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks. CoRR (2021)
Milad Sefidgaran, Aslan Tchamkerten
Zero-Error Sum Modulo Two with a Common Observation. CoRR (2021)
Melih Barsbey, Milad Sefidgaran, Murat A. Erdogdu, Gaël Richard, Umut Simsekli
Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks. NeurIPS (2021)
Milad Sefidgaran, Mansoor I. Yousefi
Lower Bound on the Capacity of the Continuous-Space SSFM Model of Optical Fiber. CoRR (2020)
Milad Sefidgaran, Aslan Tchamkerten
Zero-Error Sum Modulo Two with a Common Observation. ITW (2020)
Milad Sefidgaran, Mansoor I. Yousefi
On the Capacity of the Continuous-Space SSFM Model of Optical Fiber. ITW (2020)
Milad Sefidgaran, Aslan Tchamkerten
Distributed Function Computation Over a Rooted Directed Tree. IEEE Trans. Inf. Theory 62 (12) (2016)
Milad Sefidgaran, Amin Gohari, Mohammad Reza Aref
On Körner-Marton's sum modulo two problem. IWCIT (2015)
Milad Sefidgaran, Aslan Tchamkerten
Distributed Function Computation Over a Rooted Directed Tree. CoRR (2013)
Milad Sefidgaran, Aslan Tchamkerten
On Cooperation in Multi-Terminal Computation and Rate Distortion CoRR (2013)
Milad Sefidgaran, Aslan Tchamkerten
Distributed function computation over a tree network. ITW (2013)
Milad Sefidgaran, Aslan Tchamkerten
On cooperation in multi-terminal computation and rate distortion. ISIT (2012)
Milad Sefidgaran, Aslan Tchamkerten
On function computation over a cascade network. ITW (2012)
Milad Sefidgaran, Aslan Tchamkerten
Computing a function of correlated Sources: A rate region. ISIT (2011)
Milad Sefidgaran, Aslan Tchamkerten
Computing a Function of Correlated Sources CoRR (2011)
Milad Sefidgaran, Bahareh Akhbari, Yalda Mohsenzadeh, Mohammad Reza Aref
Reliable source transmission over relay networks with Side Information. ISIT (2009)