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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 stat.MLShow all

2 papers · 1 filter

stat.ML2017★ 64 cited

A Unified Neural Network Approach for Estimating Travel Time and Distance for a Taxi Trip

Ishan Jindal, Tony, Qin +3

In building intelligent transportation systems such as taxi or rideshare services, accurate prediction of travel time and distance is crucial for customer experience and resource m…

stat.ML2017★ 11 cited

Stochastic Optimization from Distributed, Streaming Data in Rate-limited Networks

Matthew Nokleby, Waheed U. Bajwa

Motivated by machine learning applications in networks of sensors, internet-of-things (IoT) devices, and autonomous agents, we propose techniques for distributed stochastic convex…

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