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Anima Anandkumar

71 papers hereh-index 419.3k citations119 works total

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

author position
  • first author6
  • middle author37
  • last author25

Across the 68 of 71 papers where every author was matched, so the position is known.

fields
  • cs.CV19
  • cs.LG16
  • cs.RO8
  • stat.ML8
  • cs.AI6
  • cs.CL4
same name
  • Anima Anandkumar — 187 papers, h 79
  • Anima Anandkumar — 97 papers, h 24
  • Anima Anandkumar — 9 papers
  • Anima Anandkumar — 1 paper
  • Anima Anandkumar — 1 paper, h 1
  • Anima Anandkumar — 1 paper

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
20092026
most citedDistributed Algorithms for Learning and Cognitive Medium Access with Logarithmic Regret

242 citations · 1.7k across the 67 of their papers we have counts for

collaborators
Showing 2016Show all

2 papers · 1 filter

cs.AI2016★ 9 cited

Reinforcement Learning in Rich-Observation MDPs using Spectral Methods

Kamyar Azizzadenesheli, Alessandro Lazaric, Animashree Anandkumar

Reinforcement learning (RL) in Markov decision processes (MDPs) with large state spaces is a challenging problem. The performance of standard RL algorithms degrades drastically wit…

q-bio.NC2016★ 2 cited

Discovering Neuronal Cell Types and Their Gene Expression Profiles Using a Spatial Point Process Mixture Model

Furong Huang, Animashree Anandkumar, Christian Borgs +6

Cataloging the neuronal cell types that comprise circuitry of individual brain regions is a major goal of modern neuroscience and the BRAIN initiative. Single-cell RNA sequencing c…

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