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M. Fardad

21 papers hereh-index 303.6k citations99 works total

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

author position
  • first author1
  • middle author16
  • last author4

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • math.OC6
  • cs.LG4
  • cs.NE4
  • stat.AP2
  • cs.ET1
  • cs.IT1

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedA Systematic DNN Weight Pruning Framework using Alternating Direction Method of Multipliers

498 citations · 1.8k across the 20 of their papers we have counts for

collaborators
Showing stat.APShow all

2 papers · 1 filter

stat.AP2015★ 198 cited

Sensor Selection for Estimation with Correlated Measurement Noise

Sijia Liu, Sundeep Prabhakar Chepuri, Makan Fardad +3

In this paper, we consider the problem of sensor selection for parameter estimation with correlated measurement noise. We seek optimal sensor activations by formulating an optimiza…

stat.AP2013★ 92 cited

Optimal Periodic Sensor Scheduling in Networks of Dynamical Systems

Sijia Liu, Makan Fardad, Engin Masazade +1

We consider the problem of finding optimal time-periodic sensor schedules for estimating the state of discrete-time dynamical systems. We assume that {multiple} sensors have been d…

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