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researcher

Charles Siegel

11 papers hereh-index 141.8k citations25 works total

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

author position
  • middle author11

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.DC4
  • stat.ML4
  • cs.AI1
  • cs.LG1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20162019
most citedChemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models

115 citations · 331 across the 10 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2018★ 14 cited

Multimodal Deep Neural Networks using Both Engineered and Learned Representations for Biodegradability Prediction

Garrett B. Goh, Khushmeen Sakloth, Charles Siegel +2

Deep learning algorithms excel at extracting patterns from raw data, and with large datasets, they have been very successful in computer vision and natural language applications. H…

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