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researcher

Manfred K. Warmuth

38 papers hereh-index 6520.6k citations233 works total

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

author position
  • first author3
  • middle author5
  • last author30

Across the 38 of 38 papers where every author was matched, so the position is known.

fields
  • cs.LG32
  • quant-ph2
  • stat.ML2
  • cs.CV1
  • cs.DM1

identity via Semantic Scholar / OpenAlex

activity
20092024
most citedLeveraged volume sampling for linear regression

42 citations · 319 across the 36 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2019★ 8 cited

Unbiased estimators for random design regression

Michał Dereziński, Manfred K. Warmuth, Daniel Hsu

In linear regression we wish to estimate the optimum linear least squares predictor for a distribution over d-dimensional input points and real-valued responses, based on a small…

stat.ML2018★ 19 cited

Speech Recognition: Keyword Spotting Through Image Recognition

Sanjay Krishna Gouda, Salil Kanetkar, David Harrison +1

The problem of identifying voice commands has always been a challenge due to the presence of noise and variability in speed, pitch, etc. We will compare the efficacies of several n…

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