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researcher

Santhosh Karnik

12 papers hereh-index 8194 citations22 works total

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

author position
  • first author5
  • middle author7

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • eess.SP3
  • math.NA3
  • cs.IT2
  • stat.ML2
  • cs.LG1
  • math.CA1

identity via Semantic Scholar / OpenAlex

activity
20162024
most citedThe Eigenvalue Distribution of Discrete Periodic Time-Frequency Limiting Operators

21 citations · 35 across the 10 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

stat.ML2021

Harmless interpolation in regression and classification with structured features

Andrew D. McRae, Santhosh Karnik, Mark A. Davenport +1

Overparametrized neural networks tend to perfectly fit noisy training data yet generalize well on test data. Inspired by this empirical observation, recent work has sought to under…

eess.SP2021

Thomson's Multitaper Method Revisited

Santhosh Karnik, Justin Romberg, Mark A. Davenport

Thomson's multitaper method estimates the power spectrum of a signal from N equally spaced samples by averaging K tapered periodograms. Discrete prolate spheroidal sequences (D…

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