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Chandan Singh

UC Berkeley

21 papers hereh-index 163.1k citations39 works total

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

author position
  • first author9
  • middle author9
  • last author1

Across the 19 of 21 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • stat.ML5
  • cs.CV3
  • cs.AI2
  • q-bio.NC2
  • cs.CL1
affiliations
  • UC Berkeley
Homepage
same name
  • Chandan Singh — 5 papers, h 4
  • Chandan Singh — 4 papers, h 1
  • Chandan Singh — 2 papers, h 2
  • Chandan Singh — 1 paper, h 3
  • Chandan Singh — 1 paper, h 3
  • Chandan Singh — 1 paper, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedInterpretable machine learning: definitions, methods, and applications

2.2k citations · 2.8k across the 21 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

q-bio.NC2017★ 6 cited

A Constrained, Weighted-L1 Minimization Approach for Joint Discovery of Heterogeneous Neural Connectivity Graphs

Chandan Singh, Beilun Wang, Yanjun Qi

Determining functional brain connectivity is crucial to understanding the brain and neural differences underlying disorders such as autism. Recent studies have used Gaussian graphi…

cs.CV2017★ 239 cited

Large Scale Image Segmentation with Structured Loss based Deep Learning for Connectome Reconstruction

Jan Funke, Fabian David Tschopp, William Grisaitis +4

We present a method combining affinity prediction with region agglomeration, which improves significantly upon the state of the art of neuron segmentation from electron microscopy…

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