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Ramtin Pedarsani

91 papers hereh-index 325.7k citations152 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author38
  • last author46

Across the 89 of 91 papers where every author was matched, so the position is known.

fields
  • cs.LG23
  • math.OC12
  • stat.ML10
  • cs.IT9
  • cs.CV7
  • cs.DC7

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedSpeeding Up Distributed Machine Learning Using Codes

885 citations · 1.7k across the 71 of their papers we have counts for

collaborators
Showing 2014Show all

4 papers · 1 filter

cs.IT2014★ 18 cited

Sub-linear Time Support Recovery for Compressed Sensing using Sparse-Graph Codes

Xiao Li, Dong Yin, Sameer Pawar +2

We study the support recovery problem for compressed sensing, where the goal is to reconstruct the a high-dimensional K-sparse signal x∈RN, from low-dimens…

cs.IT2014

Capacity-Approaching PhaseCode for Low-Complexity Compressive Phase Retrieval

Ramtin Pedarsani, Kangwook Lee, Kannan Ramchandran

In this paper, we tackle the general compressive phase retrieval problem. The problem is to recover a K-sparse complex vector of length n, x∈Cn, from the magnitudes…

math.DS2014

Analysis of Fixed-Time Control

Ajith Muralidharan, Ramtin Pedarsani, Pravin Varaiya

A network of signalized intersections is modeled as a queuing network. The intersections are regulated by fixed-time (FT) controls, all with the same cycle length or period, T. V…

cs.IT2014

PhaseCode: Fast and Efficient Compressive Phase Retrieval based on Sparse-Graph-Codes

Ramtin Pedarsani, Dong Yin, Kangwook Lee +1

We consider the problem of recovering a K-sparse complex signal x from m intensity measurements. We propose the PhaseCode algorithm, and show that in the noiseless case, Phas…

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