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researcher

Ilia Vovsha

2 papers hereh-index 62.5k citations8 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedUsing Kernel Methods and Model Selection for Prediction of Preterm Birth

14 citations · 18 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2016★ 14 cited

Using Kernel Methods and Model Selection for Prediction of Preterm Birth

Ilia Vovsha, Ansaf Salleb-Aouissi, Anita Raja +8

We describe an application of machine learning to the problem of predicting preterm birth. We conduct a secondary analysis on a clinical trial dataset collected by the National In-…

stat.ML2008★ 4 cited

Online Coordinate Boosting

Raphael Pelossof, Michael Jones, Ilia Vovsha +1

We present a new online boosting algorithm for adapting the weights of a boosted classifier, which yields a closer approximation to Freund and Schapire's AdaBoost algorithm than pr…

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