no code implementations • 17 May 2023 • Baturalp Yalcin, Haixiang Zhang, Javad Lavaei, Murat Arcak
We highlight that the attack vectors are allowed to be correlated with each other in this work, whereas we make some assumptions about the times at which the attacks happen.
no code implementations • NeurIPS 2021 • Haixiang Zhang, Zeyu Zheng, Javad Lavaei
When applied to a stochastic submodular function, the computational complexity of the proposed algorithms is lower than that of the existing stochastic submodular minimization algorithms.
no code implementations • 19 Oct 2021 • Baturalp Yalcin, Haixiang Zhang, Javad Lavaei, Somayeh Sojoudi
It is well-known that the Burer-Monteiro (B-M) factorization approach can efficiently solve low-rank matrix optimization problems under the RIP condition.
no code implementations • 10 Jun 2021 • Ou wu, Weiyao Zhu, Yingjun Deng, Haixiang Zhang, Qinghu Hou
Conducting a clear comparison for existing RML algorithms in dealing with different samples is difficult due to lack of a unified theoretical framework for RML.