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researcher

G. Constantinides

14 papers hereh-index 416.9k citations348 works total

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

author position
  • first author1
  • middle author6
  • last author7

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.LO2
  • math.NA2
  • cs.AR1
  • cs.CV1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedDeep Neural Network Approximation for Custom Hardware: Where We've Been, Where We're Going

77 citations · 104 across the 9 of their papers we have counts for

collaborators
Showing cs.LOShow all

2 papers · 1 filter

cs.LO2022★ 1 cited

Abstract Interpretation on E-Graphs

Samuel Coward, George A. Constantinides, Theo Drane

Recent e-graph applications have typically considered concrete semantics of expressions, where the notion of equivalence stems from concrete interpretation of expressions. However,…

cs.LO2021★ 1 cited

Rigorous Roundoff Error Analysis of Probabilistic Floating-Point Computations

George Constantinides, Fredrik Dahlqvist, Zvonimir Rakamaric +1

We present a detailed study of roundoff errors in probabilistic floating-point computations. We derive closed-form expressions for the distribution of roundoff errors associated wi…

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