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Fareed Sheriff

5 papers hereh-index 237 citations6 works total

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

author position
  • sole author3
  • first author1
  • middle author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CE1
  • cs.DS1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedELMOPP: An Application of Graph Theory and Machine Learning to Traffic Light Coordination

13 citations · 13 across the 4 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

stat.CO2023

SpreadNUTS -- Moderate Dynamic Extension of Paths for No-U-Turn Sampling & Partitioning Visited Regions

Fareed Sheriff

Markov chain Monte Carlo (MCMC) methods have existed for a long time and the field is well-explored. The purpose of MCMC methods is to approximate a distribution through repeated s…

cs.LG2023

PartitionVAE -- a human-interpretable VAE

Fareed Sheriff, Sameer Pai

VAEs, or variational autoencoders, are autoencoders that explicitly learn the distribution of the input image space rather than assuming no prior information about the distribution…

cs.DS2023

Online variable-weight scheduling with preempting on jobs with linear and exponential penalties

Frederick Tang, Fareed Sheriff, Andrew Wang

We analyze the problem of job scheduling with preempting on weighted jobs that can have either linear or exponential penalties. We review relevant literature on the problem and cre…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.