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researcher

Srinath Mahankali

4 papers hereh-index 330 citations8 works total

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

author position
  • sole author1
  • first author2
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • math.AP1
  • physics.geo-ph1

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedThe convexity of optimal transport-based waveform inversion for certain structured velocity models

2 citations · 3 across the 4 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

1 paper · 2 filters

cs.LG2022

Randomly Initialized One-Layer Neural Networks Make Data Linearly Separable

Promit Ghosal, Srinath Mahankali, Yihang Sun

Recently, neural networks have demonstrated remarkable capabilities in mapping two arbitrary sets to two linearly separable sets. The prospect of achieving this with randomly initi…

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