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researcher

Theodore L. Willke

IBM

22 papers hereh-index 273.2k citations102 works total

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

author position
  • middle author18
  • last author3

Across the 21 of 22 papers where every author was matched, so the position is known.

fields
  • stat.ML7
  • cs.LG5
  • cs.DC3
  • cs.CV2
  • q-bio.NC2
  • cs.SI1
affiliations
  • IBM
same name
  • Theodore L. Willke — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162020
most citedLearning Role-based Graph Embeddings

69 citations · 239 across the 21 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.DC2020★ 1 cited

A Vertex Cut based Framework for Load Balancing and Parallelism Optimization in Multi-core Systems

Guixiang Ma, Yao Xiao, Theodore L. Willke +3

High-level applications, such as machine learning, are evolving from simple models based on multilayer perceptrons for simple image recognition to much deeper and more complex neur…

cs.LG2020★ 10 cited

Navigating the Trade-Off between Multi-Task Learning and Learning to Multitask in Deep Neural Networks

Sachin Ravi, Sebastian Musslick, Maia Hamin +2

The terms multi-task learning and multitasking are easily confused. Multi-task learning refers to a paradigm in machine learning in which a network is trained on various related ta…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.