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researcher

S. Kalyani

90 papers hereh-index 221.7k citations162 works total

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

author position
  • middle author19
  • last author70

Across the 89 of 90 papers where every author was matched, so the position is known.

fields
  • cs.IT42
  • cs.LG17
  • stat.ML11
  • eess.SP10
  • cs.CR4
  • cs.CL2

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedSpectrum Access In Cognitive Radio Using A Two Stage Reinforcement Learning Approach

106 citations · 310 across the 82 of their papers we have counts for

collaborators
Showing 2019 · stat.MLShow all

2 papers · 2 filters

stat.ML2019

Generalized Residual Ratio Thresholding

Sreejith Kallummil, Sheetal Kalyani

Simultaneous orthogonal matching pursuit (SOMP) and block OMP (BOMP) are two widely used techniques for sparse support recovery in multiple measurement vector (MMV) and block spars…

stat.ML2019★ 20 cited

Subspace clustering without knowing the number of clusters: A parameter free approach

Vishnu Menon, Gokularam M, Sheetal Kalyani

Subspace clustering, the task of clustering high dimensional data when the data points come from a union of subspaces is one of the fundamental tasks in unsupervised machine learni…

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