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Aman Gupta

3 papers hereh-index 343 citations8 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • math.OC1
  • stat.ML1
same name
  • Aman Gupta — 12 papers, h 5
  • Aman Gupta — 8 papers, h 3
  • Aman Gupta — 6 papers, h 5
  • Aman Gupta — 6 papers, h 3
  • Aman Gupta — 5 papers, h 7
  • Aman Gupta — 5 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20222024
most citedA Light-speed Linear Program Solver for Personalized Recommendation with Diversity Constraints

1 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024

A Precise Characterization of SGD Stability Using Loss Surface Geometry

Gregory Dexter, Borja Ocejo, Sathiya Keerthi +3

Stochastic Gradient Descent (SGD) stands as a cornerstone optimization algorithm with proven real-world empirical successes but relatively limited theoretical understanding. Recent…

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