| 2026 | ISIT | Impact of Data Heterogeneity on the Generalization Error of Distributed Learning Algorithms. | Masoud Kavian, Romain Chor, Milad Sefidgaran, Abdellatif Zaidi |
| 2026 | ISIT | Generalization Analysis of Next-Token Prediction Learning Algorithms. | Masoud Kavian, Abdellatif Zaidi, Milad Sefidgaran |
| 2025 | ICLR | Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors. | Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski |
| 2025 | ISIT | Multi-View Representation Learning Regularizer with Gaussian-Product Mixture Prior. | Milad Sefidgaran, Abdellatif Zaidi |
| 2024 | ICML | Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often! | Milad Sefidgaran, Romain Chor, Abdellatif Zaidi, Yijun Wan |
| 2024 | ISIT | Data-Dependent Generalization Bounds via Variable-Size Compressibility. | Milad Sefidgaran, Abdellatif Zaidi |
| 2024 | ISIT | Minimal Communication-Cost Statistical Learning. | Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski |
| 2023 | ISIT | More Communication Does Not Result in Smaller Generalization Error in Federated Learning. | Romain Chor, Milad Sefidgaran, Abdellatif Zaidi |
| 2022 | COLT | Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms. | Milad Sefidgaran, Amin Gohari, Gal Richard, Umut Simsekli |
| 2020 | ITW | Zero-Error Sum Modulo Two with a Common Observation. | Milad Sefidgaran, Aslan Tchamkerten |
| 2020 | ITW | On the Capacity of the Continuous-Space SSFM Model of Optical Fiber. | Milad Sefidgaran, Mansoor I. Yousefi |
| 2013 | ITW | Distributed function computation over a tree network. | Milad Sefidgaran, Aslan Tchamkerten |
| 2012 | ISIT | On cooperation in multi-terminal computation and rate distortion. | Milad Sefidgaran, Aslan Tchamkerten |
| 2012 | ITW | On function computation over a cascade network. | Milad Sefidgaran, Aslan Tchamkerten |
| 2011 | ISIT | Computing a function of correlated Sources: A rate region. | Milad Sefidgaran, Aslan Tchamkerten |
| 2009 | ISIT | Reliable source transmission over relay networks with Side Information. | Milad Sefidgaran, Bahareh Akhbari, Yalda Mohsenzadeh, Mohammad Reza Aref |