33 citations · 33 across the 2 of their papers we have counts for
3 papers
Robustness to Adversarial Perturbations in Learning from Incomplete Data
Amir Najafi, Shin-ichi Maeda, Masanori Koyama +1
What is the role of unlabeled data in an inference problem, when the presumed underlying distribution is adversarially perturbed? To provide a concrete answer to this question, thi…
Sum Capacity Bounds and Design of Suboptimal Codes for Asynchronous CDMA Systems
Shayan Dashmiz, Seyed Mohammad Mansouri, Amir Najafi +1
In this paper, we study two issues in asynchronous communication systems. The first issue is the derivation of sum capacity bounds for finite dimensional asynchronous systems. In a…
Fundamental Limits of Pooled-DNA Sequencing
Amir Najafi, Damoun Nashta-ali, Seyed Abolfazl Motahari +3
In this paper, fundamental limits in sequencing of a set of closely related DNA molecules are addressed. This problem is called pooled-DNA sequencing which encompasses many interes…