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researcher

Matthew S. Nokleby

20 papers hereh-index 16950 citations69 works total

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

author position
  • first author7
  • middle author7
  • last author6

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.IT10
  • cs.LG5
  • cs.CV2
  • stat.ML2
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20122021
most citedA Unified Neural Network Approach for Estimating Travel Time and Distance for a Taxi Trip

64 citations · 222 across the 17 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2020

Learning Furniture Compatibility with Graph Neural Networks

Luisa F. Polania, Mauricio Flores, Yiran Li +1

We propose a graph neural network (GNN) approach to the problem of predicting the stylistic compatibility of a set of furniture items from images. While most existing results are b…

cs.CV2017★ 19 cited

Learning Deep Networks from Noisy Labels with Dropout Regularization

Ishan Jindal, Matthew Nokleby, Xuewen Chen

Large datasets often have unreliable labels-such as those obtained from Amazon's Mechanical Turk or social media platforms-and classifiers trained on mislabeled datasets often exhi…

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