Milad Sefidgaran

39 papers A* 6B 11Journal 21Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	On the Effect of Client-Server Communication on the Generalization Error of Federated Learning. IEEE Trans. Inf. Theory Romain Chor, Milad Sefidgaran, Abdellatif Zaidi
2025	J	`jnl`	Generalization Guarantees for Multi-View Representation Learning and Application to Regularization via Gaussian Product Mixture Prior. CoRR Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski
2025	A*	`conf`	Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors. ICLR Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski
2025	J	`jnl`	Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors. CoRR Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski
2025	J	`jnl`	Heterogeneity Matters even More in Distributed Learning: Study from Generalization Perspective. CoRR Masoud Kavian, Milad Sefidgaran, Abdellatif Zaidi, Romain Chor
2025	B	`conf`	Multi-View Representation Learning Regularizer with Gaussian-Product Mixture Prior. ISIT Milad Sefidgaran, Abdellatif Zaidi
2025	J	`jnl`	Tighter CMI-Based Generalization Bounds via Stochastic Projection and Quantization. CoRR Milad Sefidgaran, Kimia Nadjahi, Abdellatif Zaidi
2024	B	`conf`	Data-Dependent Generalization Bounds via Variable-Size Compressibility. ISIT Milad Sefidgaran, Abdellatif Zaidi
2024	J	`jnl`	Data-Dependent Generalization Bounds via Variable-Size Compressibility. IEEE Trans. Inf. Theory Milad Sefidgaran, Abdellatif Zaidi
2024	A*	`conf`	Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often! ICML Milad Sefidgaran, Romain Chor, Abdellatif Zaidi, Yijun Wan
2024	B	`conf`	Minimal Communication-Cost Statistical Learning. ISIT Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski
2024	J	`jnl`	Minimal Communication-Cost Statistical Learning. CoRR Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski
2024	J	`jnl`	Minimum Description Length and Generalization Guarantees for Representation Learning. CoRR Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski
2023	J	`jnl`	Data-dependent Generalization Bounds via Variable-Size Compressibility. CoRR Milad Sefidgaran, Abdellatif Zaidi
2023	J	`jnl`	Federated Learning You May Communicate Less Often! CoRR Milad Sefidgaran, Romain Chor, Abdellatif Zaidi, Yijun Wan
2023	A*	`conf`	Minimum Description Length and Generalization Guarantees for Representation Learning. NeurIPS Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski
2023	B	`conf`	More Communication Does Not Result in Smaller Generalization Error in Federated Learning. ISIT Romain Chor, Milad Sefidgaran, Abdellatif Zaidi
2023	J	`jnl`	More Communication Does Not Result in Smaller Generalization Error in Federated Learning. CoRR Romain Chor, Milad Sefidgaran, Abdellatif Zaidi
2022	J	`jnl`	Lower Bound on the Capacity of the Continuous-Space SSFM Model of Optical Fiber. IEEE Trans. Inf. Theory Milad Sefidgaran, Mansoor I. Yousefi
2022	A*	`conf`	Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning. NeurIPS Milad Sefidgaran, Romain Chor, Abdellatif Zaidi
2022	J	`jnl`	Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning. CoRR Milad Sefidgaran, Romain Chor, Abdellatif Zaidi
2022	A*	`conf`	Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms. COLT Milad Sefidgaran, Amin Gohari, Gaël Richard, Umut Simsekli
2022	J	`jnl`	Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms. CoRR Milad Sefidgaran, Amin Gohari, Gaël Richard, Umut Simsekli
2021	A*	`conf`	Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks. NeurIPS Melih Barsbey, Milad Sefidgaran, Murat A. Erdogdu, Gaël Richard, Umut Simsekli
2021	J	`jnl`	Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks. CoRR Melih Barsbey, Milad Sefidgaran, Murat A. Erdogdu, Gaël Richard, Umut Simsekli
2021	J	`jnl`	Zero-Error Sum Modulo Two with a Common Observation. CoRR Milad Sefidgaran, Aslan Tchamkerten
2020	J	`jnl`	Lower Bound on the Capacity of the Continuous-Space SSFM Model of Optical Fiber. CoRR Milad Sefidgaran, Mansoor I. Yousefi
2020	B	`conf`	On the Capacity of the Continuous-Space SSFM Model of Optical Fiber. ITW Milad Sefidgaran, Mansoor I. Yousefi
2020	B	`conf`	Zero-Error Sum Modulo Two with a Common Observation. ITW Milad Sefidgaran, Aslan Tchamkerten
2016	J	`jnl`	Distributed Function Computation Over a Rooted Directed Tree. IEEE Trans. Inf. Theory Milad Sefidgaran, Aslan Tchamkerten
2015	—	`conf`	On Körner-Marton's sum modulo two problem. IWCIT Milad Sefidgaran, Amin Gohari, Mohammad Reza Aref
2013	J	`jnl`	Distributed Function Computation Over a Rooted Directed Tree. CoRR Milad Sefidgaran, Aslan Tchamkerten
2013	B	`conf`	Distributed function computation over a tree network. ITW Milad Sefidgaran, Aslan Tchamkerten
2013	J	`jnl`	On Cooperation in Multi-Terminal Computation and Rate Distortion CoRR Milad Sefidgaran, Aslan Tchamkerten
2012	B	`conf`	On cooperation in multi-terminal computation and rate distortion. ISIT Milad Sefidgaran, Aslan Tchamkerten
2012	B	`conf`	On function computation over a cascade network. ITW Milad Sefidgaran, Aslan Tchamkerten
2011	J	`jnl`	Computing a Function of Correlated Sources CoRR Milad Sefidgaran, Aslan Tchamkerten
2011	B	`conf`	Computing a function of correlated Sources: A rate region. ISIT Milad Sefidgaran, Aslan Tchamkerten
2009	B	`conf`	Reliable source transmission over relay networks with Side Information. ISIT Milad Sefidgaran, Bahareh Akhbari, Yalda Mohsenzadeh, Mohammad Reza Aref