researcher

Anima Anandkumar

187 papers hereh-index 7942.3k citations321 works total

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

author position

first author17
middle author70
last author91

Across the 178 of 187 papers where every author was matched, so the position is known.

fields

cs.LG108
cs.CV18
stat.ML9
cs.CL8
cs.AI5
cs.IT5

same name

Anima Anandkumar — 101 papers, h 24
Anima Anandkumar — 71 papers, h 41
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

20072026

most citedFourier Neural Operator for Parametric Partial Differential Equations

1.1k citations · 7.8k across the 180 of their papers we have counts for

collaborators

Showing 2016 · stat.MLShow all

2 papers · 2 filters

stat.ML2016★ 14 cited

Homotopy Analysis for Tensor PCA

Anima Anandkumar, Yuan Deng, Rong Ge +1

Developing efficient and guaranteed nonconvex algorithms has been an important challenge in modern machine learning. Algorithms with good empirical performance such as stochastic g…

stat.ML2016★ 23 cited

Online and Differentially-Private Tensor Decomposition

Yining Wang, Animashree Anandkumar

In this paper, we resolve many of the key algorithmic questions regarding robustness, memory efficiency, and differential privacy of tensor decomposition. We propose simple variant…