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D. Shanmugam

17 papers hereh-index 12542 citations37 works total

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

author position
  • first author6
  • middle author8

Across the 14 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.CY4
  • cs.CV2
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedCoarse race data conceals disparities in clinical risk score performance

11 citations · 48 across the 15 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

cs.CY2022

At the Intersection of Deep Learning and Conceptual Art: The End of Signature

Divya Shanmugam, Katie Lewis, Jose Javier Gonzalez-Ortiz +2

MIT wanted to commission a large scale artwork that would serve to 'illuminate a new campus gateway, inaugurate a space of exchange between MIT and Cambridge, and inspire our stude…

cs.LG2022★ 6 cited

Improved Text Classification via Test-Time Augmentation

Helen Lu, Divya Shanmugam, Harini Suresh +1

Test-time augmentation -- the aggregation of predictions across transformed examples of test inputs -- is an established technique to improve the performance of image classificatio…

cs.LG2022★ 9 cited

Data Augmentation for Electrocardiograms

Aniruddh Raghu, Divya Shanmugam, Eugene Pomerantsev +2

Neural network models have demonstrated impressive performance in predicting pathologies and outcomes from the 12-lead electrocardiogram (ECG). However, these models often need to…

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