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researcher

Garrett B. Goh

9 papers hereh-index 171.9k citations28 works total

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

author position
  • first author6
  • middle author1
  • last author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • cs.LG4

identity via Semantic Scholar / OpenAlex

activity
20172019
most citedChemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models

115 citations · 250 across the 8 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.LG2018

IL-Net: Using Expert Knowledge to Guide the Design of Furcated Neural Networks

Khushmeen Sakloth, Wesley Beckner, Jim Pfaendtner +1

Deep neural networks (DNN) excel at extracting patterns. Through representation learning and automated feature engineering on large datasets, such models have been highly successfu…

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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