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researcher

Taha Toghani

Rice University

13 papers hereh-index 7104 citations15 works total

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

author position
  • first author7
  • middle author6

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • math.OC4
  • cs.CR1
  • quant-ph1
  • stat.ML1
affiliations
  • Rice University
Homepage

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedMP-Boost: Minipatch Boosting via Adaptive Feature and Observation Sampling

6 citations · 16 across the 13 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2020★ 6 cited

MP-Boost: Minipatch Boosting via Adaptive Feature and Observation Sampling

Mohammad Taha Toghani, Genevera I. Allen

Boosting methods are among the best general-purpose and off-the-shelf machine learning approaches, gaining widespread popularity. In this paper, we seek to develop a boosting metho…

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