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researcher

Debanjan Datta

Virginia Tech

7 papers hereh-index 4295 citations18 works total

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

author position
  • sole author2
  • first author5

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

fields
  • cs.LG3
  • math.ST2
  • cs.SI1
  • stat.ME1
affiliations
  • Virginia Tech

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedFraming Algorithmic Recourse for Anomaly Detection

4 citations · 6 across the 7 of their papers we have counts for

collaborators
Showing cs.LGShow all

3 papers · 1 filter

cs.LG2022★ 1 cited

Scrutinizing Shipment Records To Thwart Illegal Timber Trade

Debanjan Datta, Sathappan Muthiah, John Simeone +2

Timber and forest products made from wood, like furniture, are valuable commodities, and like the global trade of many highly-valued natural resources, face challenges of corruptio…

cs.LG2022★ 4 cited

Framing Algorithmic Recourse for Anomaly Detection

Debanjan Datta, Feng Chen, Naren Ramakrishnan

The problem of algorithmic recourse has been explored for supervised machine learning models, to provide more interpretable, transparent and robust outcomes from decision support s…

cs.LG2021

Detecting Anomalies Through Contrast in Heterogeneous Data

Debanjan Datta, Sathappan Muthiah, Naren Ramakrishnan

Detecting anomalies has been a fundamental approach in detecting potentially fraudulent activities. Tasked with detection of illegal timber trade that threatens ecosystems and econ…

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