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researcher

Ilja Kuzborskij

27 papers hereh-index 171.6k citations41 works total

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

author position
  • first author16
  • middle author10
  • last author1

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • cs.LG20
  • stat.ML4
  • cs.CV2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedData-Dependent Stability of Stochastic Gradient Descent

60 citations · 171 across the 27 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2015★ 6 cited

When Naïve Bayes Nearest Neighbours Meet Convolutional Neural Networks

Ilja Kuzborskij, Fabio Maria Carlucci, Barbara Caputo

Since Convolutional Neural Networks (CNNs) have become the leading learning paradigm in visual recognition, Naive Bayes Nearest Neighbour (NBNN)-based classifiers have lost momentu…

cs.CV2014★ 12 cited

Scalable Greedy Algorithms for Transfer Learning

Ilja Kuzborskij, Francesco Orabona, Barbara Caputo

In this paper we consider the binary transfer learning problem, focusing on how to select and combine sources from a large pool to yield a good performance on a target task. Constr…

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