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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 2021Show all

2 papers · 1 filter

cs.LG2021

Meta-Learning with Adjoint Methods

Shibo Li, Zheng Wang, Akil Narayan +2

Model Agnostic Meta Learning (MAML) is widely used to find a good initialization for a family of tasks. Despite its success, a critical challenge in MAML is to calculate the gradie…

cs.LG2021★ 2 cited

Guiding Global Placement With Reinforcement Learning

Robert Kirby, Kolby Nottingham, Rajarshi Roy +2

Recent advances in GPU accelerated global and detail placement have reduced the time to solution by an order of magnitude. This advancement allows us to leverage data driven optimi…

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