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researcher

N. Balachandar

6 papers hereh-index 8719 citations19 works total

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

author position
  • first author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.LG1
  • cs.MA1
  • eess.IV1
  • q-bio.BM1

identity via Semantic Scholar / OpenAlex

activity
20172021
most citedAn Experimental Study of Data Heterogeneity in Federated Learning Methods for Medical Imaging

15 citations · 28 across the 4 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

q-bio.BM2019★ 3 cited

Prediction of Small Molecule Kinase Inhibitors for Chemotherapy Using Deep Learning

Niranjan Balachandar, Christine Liu, Winston Wang

The current state of cancer therapeutics has been moving away from one-size-fits-all cytotoxic chemotherapy, and towards a more individualized and specific approach involving the t…

cs.MA2019★ 8 cited

Collaboration of AI Agents via Cooperative Multi-Agent Deep Reinforcement Learning

Niranjan Balachandar, Justin Dieter, Govardana Sachithanandam Ramachandran

There are many AI tasks involving multiple interacting agents where agents should learn to cooperate and collaborate to effectively perform the task. Here we develop and evaluate v…

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