19 citations · 20 across the 5 of their papers we have counts for
5 papers
Optimal Transport Regularized Divergences: Application to Adversarial Robustness
Jeremiah Birrell, Reza Ebrahimi
We introduce a new class of optimal-transport-regularized divergences, , constructed via an infimal convolution between an information divergence, , and an optimal-transpor…
Sequential Gradient Coding For Straggler Mitigation
M. Nikhil Krishnan, MohammadReza Ebrahimi, Ashish Khisti
In distributed computing, slower nodes (stragglers) usually become a bottleneck. Gradient Coding (GC), introduced by Tandon et al., is an efficient technique that uses principles o…
Binary Black-box Evasion Attacks Against Deep Learning-based Static Malware Detectors with Adversarial Byte-Level Language Model
Mohammadreza Ebrahimi, Ning Zhang, James Hu +2
Anti-malware engines are the first line of defense against malicious software. While widely used, feature engineering-based anti-malware engines are vulnerable to unseen (zero-day)…
Time-Resolved fMRI Shared Response Model using Gaussian Process Factor Analysis
MohammadReza Ebrahimi, Navona Calarco, Kieran Campbell +3
Multi-subject fMRI studies are challenging due to the high variability of both brain anatomy and functional brain topographies across participants. An effective way of aggregating…
Two-layer Coded Channel Access with Collision Resolution: Design and Analysis
MohammadReza Ebrahimi, Farshad Lahouti, Victoria Kostina
We propose a two-layer coding architecture for communication of multiple users over a shared slotted medium enabling joint collision resolution and decoding. Each user first encode…