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researcher

D. Smilkov

13 papers hereh-index 135.8k citations23 works total

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

author position
  • first author8
  • middle author3

Across the 11 of 13 papers where every author was matched, so the position is known.

fields
  • physics.soc-ph5
  • cs.LG3
  • cs.CL2
  • cs.CV1
  • cs.HC1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20112024
most citedSmoothGrad: removing noise by adding noise

751 citations · 1.5k across the 13 of their papers we have counts for

collaborators
Showing 2019Show all

3 papers · 1 filter

cs.LG2019★ 132 cited

TensorFlow.js: Machine Learning for the Web and Beyond

Daniel Smilkov, Nikhil Thorat, Yannick Assogba +17

TensorFlow.js is a library for building and executing machine learning algorithms in JavaScript. TensorFlow.js models run in a web browser and in the Node.js environment. The libra…

cs.HC2019

Human-Centered Tools for Coping with Imperfect Algorithms during Medical Decision-Making

Carrie J. Cai, Emily Reif, Narayan Hegde +8

Machine learning (ML) is increasingly being used in image retrieval systems for medical decision making. One application of ML is to retrieve visually similar medical images from p…

cs.CV2019★ 127 cited

Similar Image Search for Histopathology: SMILY

Narayan Hegde, Jason D. Hipp, Yun Liu +11

The increasing availability of large institutional and public histopathology image datasets is enabling the searching of these datasets for diagnosis, research, and education. Thou…

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