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Robert Kirby

11 papers hereh-index 9730 citations15 works total

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

author position
  • first author1
  • middle author8

Across the 9 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CL3
  • cs.CV1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedPrefixRL: Optimization of Parallel Prefix Circuits using Deep Reinforcement Learning

52 citations · 112 across the 11 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CL2023★ 28 cited

ChipNeMo: Domain-Adapted LLMs for Chip Design

Mingjie Liu, Teodor-Dumitru Ene, Robert Kirby +39

ChipNeMo aims to explore the applications of large language models (LLMs) for industrial chip design. Instead of directly deploying off-the-shelf commercial or open-source LLMs, we…

cs.LG2023★ 6 cited

Genetic Programming Based Symbolic Regression for Analytical Solutions to Differential Equations

Hongsup Oh, Roman Amici, Geoffrey Bomarito +3

In this paper, we present a machine learning method for the discovery of analytic solutions to differential equations. The method utilizes an inherently interpretable algorithm, ge…

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