Publications

Note: * denotes co-first authorship.

Published Work

  1. Aybat*, N.S., and Yazdandoost Hamedani*, E., 2019. A Distributed ADMM-like Method for Resource Sharing over Time-varying Networks. arXiv preprint arXiv:1611.07393. (Forthcoming in SIAM Journal on Optimization)

  2. Aybat*, N.S., and Yazdandoost Hamedani*, E., 2016. A Primal-dual Method for Conic Constrained Distributed Optimization Problems. In Advances in Neural Information Processing Systems (NeurIPS) (pp. 5049-5057).

  3. Yazdandoost Hamedani, E., and Aybat, N.S., 2017. Multi-agent Constrained Optimization of a Strongly Convex Function over Time-varying Directed Networks. 55th Annual Allerton Conference on Communication, Control, and Computing (pp. 518-525). IEEE.

  4. Yazdandoost Hamedani, E., and Aybat, N.S., 2017. Multi-agent Constrained Optimization of a Strongly Convex Function. In Signal and Information Processing, 2017 IEEE Global Conference on (pp. 558-562). IEEE.

  5. Aybat*, N.S., and Yazdandoost Hamedani*, E., 2016. Distributed Primal-dual Method for Multi-agent Sharing Problem with Conic Constraints. In Signals, Systems and Computers, 2016 50th Asilomar Conference on (pp. 777-782). IEEE.

Under Review

  1. Yazdandoost Hamedani, E., and Aybat, N.S., 2018. A Primal-Dual Algorithm for General Convex-Concave Saddle Point Problems. arXiv preprint arXiv:1803.01401. (2nd round at SIAM Journal on Optimization)

  2. Yazdandoost Hamedani, E., and Aybat, N.S., 2019. A Decentralized Primal-dual Method for Constrained Minimization of a Strongly Convex Function. arXiv preprint arXiv:1706.07907. (first round at IEEE Transaction on Automatic Control)

  3. Jalilzadeh*, A., Yazdandoost Hamedani*, E., Aybat, N.S. and Shanbhag, U.V., 2019. A Doubly-Randomized Block-Coordinate Primal-Dual Method for Large-scale Saddle Point Problems. arXiv preprint arXiv:1907.03886. (first round at Operations Research)

  4. Yazdandoost Hamedani*, E., Jalilzadeh*, A., Aybat, N.S., and Shanbhag, U.V., 2018. Iteration Complexity of Stochastic Primal-Dual Methods for Non-bilinear Saddle Point Problems. arXiv preprint arXiv:1806.04118. (To be submitted to SIAM Journal on Optimization)