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researcher

Muhammad Umair Nasir

University of the Witwatersrand

16 papers hereh-index 8484 citations18 works total

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

author position
  • first author7
  • middle author9

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.AI7
  • cs.CL6
  • cs.NE2
  • cs.LG1
affiliations
  • University of the Witwatersrand

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedLevel Generation Through Large Language Models

83 citations · 127 across the 16 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2026

Continuous Program Search

Matthew Siper, Muhammad Umair Nasir, Ahmed Khalifa +3

Genetic Programming yields interpretable programs, but small syntactic mutations can induce large, unpredictable behavioral shifts, degrading locality and sample efficiency. We fra…

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