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researcher

Amil Merchant

9 papers hereh-index 92.6k citations17 works total

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

author position
  • first author3
  • middle author6

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

fields
  • cs.LG4
  • cond-mat.mtrl-sci3
  • cs.CL1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedScalable Diffusion for Materials Generation

25 citations · 55 across the 8 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021

Learn2Hop: Learned Optimization on Rough Landscapes

Amil Merchant, Luke Metz, Sam Schoenholz +1

Optimization of non-convex loss surfaces containing many local minima remains a critical problem in a variety of domains, including operations research, informatics, and material d…

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