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researcher

Michael Collins

6 papers hereh-index 211.6k citations40 works total

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

author position
  • middle author3
  • last author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cs.LG2
  • stat.ML1
same name
  • Michael Collins — 22 papers, h 21
  • Michael Collins — 3 papers, h 2
  • Michael Collins — 2 papers, h 0
  • Michael Collins — 2 papers, h 2
  • Michael Collins — 1 paper, h 1
  • Michael Collins — 1 paper, h 1

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
20142018
most citedA Tutorial on Dual Decomposition and Lagrangian Relaxation for Inference in Natural Language Processing

104 citations · 195 across the 5 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2017★ 42 cited

Kernel Approximation Methods for Speech Recognition

Avner May, Alireza Bagheri Garakani, Zhiyun Lu +9

We study large-scale kernel methods for acoustic modeling in speech recognition and compare their performance to deep neural networks (DNNs). We perform experiments on four speech…

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