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researcher

David Friede

7 papers hereh-index 481 citations7 works total

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

author position
  • first author3
  • middle author3

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CV2
  • cs.AI1
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedA Variational-Sequential Graph Autoencoder for Neural Architecture Performance Prediction

10 citations · 13 across the 6 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.CV2020

Neural Architecture Performance Prediction Using Graph Neural Networks

Jovita Lukasik, David Friede, Heiner Stuckenschmidt +1

In computer vision research, the process of automating architecture engineering, Neural Architecture Search (NAS), has gained substantial interest. Due to the high computational co…

cs.LG2020

Smooth Variational Graph Embeddings for Efficient Neural Architecture Search

Jovita Lukasik, David Friede, Arber Zela +2

Neural architecture search (NAS) has recently been addressed from various directions, including discrete, sampling-based methods and efficient differentiable approaches. While the…

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