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researcher

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 2023Show all

2 papers · 1 filter

math.OC2023

Optimization Based Data Enrichment Using Stochastic Dynamical System Models

Griffin M. Kearney, Makan Fardad

We develop a general framework for state estimation in systems modeled with noise-polluted continuous time dynamics and discrete time noisy measurements. Our approach is based on m…

eess.SP2023★ 1 cited

Loss Attitude Aware Energy Management for Signal Detection

Baocheng Geng, Chen Quan, Tianyun Zhang +2

This work considers a Bayesian signal processing problem where increasing the power of the probing signal may cause risks or undesired consequences. We employ a market based approa…

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