Publications

Thesis

Alireza Fallah

        Master of Science in Electrical Engineering and Computer Science, Massachusetts Institute of Technology, June 2019.

       (Ernst A. Guillemin Best Thesis Award in Electrical Engineering (1st prize))

Preprints

       Daron Acemoglu*, Alireza Fallah*, Andrea Giometto*, Daniel Huttenlocher*, Asuman Ozdaglar*, Sarath Pattathil*

       Preprint: arXiv:2101.00773, 2021.

Alireza Fallah, K. Georgiev, Aryan Mokhtari, Asuman Ozdaglar

       Preprint: arXiv: 2002.05135, 2020.

Alireza Fallah*, Mert Gürbüzbalaban*, Asuman Ozdaglar*, Umut Simsekli*, Lingjiong Zhu*

       Preprint: arXiv: 1910.08701, 2019.

Conference Papers

  • Private Adaptive Gradient Methods for Convex Optimization

       Hilal Asi*, John Duchi*, Alireza Fallah*, Omid Javidbakht*, Kunal Talwar*.

       To appear in International Conference in Machine Learning (ICML), 2021.

  • A Wasserstein Minimax Framework for Mixed Linear Regression 

       Theo Diamandis*, Yonina Eldar*, Alireza Fallah*, Farzan Farnia*, Asuman Ozdaglar*.

       To appear in International Conference in Machine Learning (ICML), 2021.

Alireza Fallah, Aryan Mokhtari, Asuman Ozdaglar

      Advances in Neural Information Processing Systems (NeurIPS), 2020.

Alireza Fallah, Aryan Mokhtari, Asuman Ozdaglar

       International Conference on Artificial Intelligence and Statistics (AISTATS), 2020.

Alireza Fallah*,  Asuman Ozdaglar*, Sarath Pattathil*

       IEEE Conference on Decision and Control (CDC), 2020.

Necdet Serhat Aybat*, Alireza Fallah*, Mert Gürbüzbalaban*, Asuman Ozdaglar*

Advances in Neural Information Processing Systems (NeurIPS), 2019.

Journal Publications

Necdet Serhat Aybat*, Alireza Fallah*, Mert Gürbüzbalaban*, Asuman Ozdaglar*

      SIAM Journal on Optimization (SIOPT), Volume 30, Issue 1, pages 717-751, 2020.

Julien Fageot*, Alireza Fallah*, Michael Unser*

Stochastic Processes and their Applications, Volume 127, Issue 5, 2017.

Elahe Mohammadi, Alireza Fallah, Farokh Marvasti

IEEE Transactions on Information Theory, vol. 63, no. 11, pp. 6833-6848, 2017.

Also, this paper presented partially at 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

*: Names arranged in alphabetic order.