Joshua Vendrow

About Joshua Vendrow

Joshua Vendrow, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at University of California, Los Angeles, specializes in the field of Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Neural nonnegative matrix factorization for hierarchical multilayer topic modeling

Ask Your Distribution Shift if Pre-Training is Right for You

Learning low-rank latent mesoscale structures in networks

The journey, not the destination: How data guides diffusion models

Dataset interfaces: Diagnosing model failures using controllable counterfactual generation

Learning to predict synchronization of coupled oscillators on randomly generated graphs

Automatic Infectious Disease Classification Analysis with Concept Discovery

A generalized hierarchical nonnegative tensor decomposition

Joshua Vendrow Information

University

Position

___

Citations(all)

74

Citations(since 2020)

73

Cited By

5

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

Google Scholar

Joshua Vendrow Skills & Research Interests

Machine Learning

Top articles of Joshua Vendrow

Neural nonnegative matrix factorization for hierarchical multilayer topic modeling

Sampling Theory, Signal Processing, and Data Analysis

2024/6

Ask Your Distribution Shift if Pre-Training is Right for You

arXiv preprint arXiv:2403.00194

2024/2/29

Joshua Vendrow
Joshua Vendrow

H-Index: 2

Learning low-rank latent mesoscale structures in networks

Nature Communications

2024/1/3

Hanbaek Lyu
Hanbaek Lyu

H-Index: 8

Joshua Vendrow
Joshua Vendrow

H-Index: 2

The journey, not the destination: How data guides diffusion models

arXiv preprint arXiv:2312.06205

2023/12/11

Dataset interfaces: Diagnosing model failures using controllable counterfactual generation

arXiv preprint arXiv:2302.07865

2023/2/15

Learning to predict synchronization of coupled oscillators on randomly generated graphs

Scientific reports

2022/9/5

Joshua Vendrow
Joshua Vendrow

H-Index: 2

Hanbaek Lyu
Hanbaek Lyu

H-Index: 8

Automatic Infectious Disease Classification Analysis with Concept Discovery

arXiv preprint arXiv:2209.02415

2022/8/28

A generalized hierarchical nonnegative tensor decomposition

2022/5/23

Joshua Vendrow
Joshua Vendrow

H-Index: 2

Jamie Haddock
Jamie Haddock

H-Index: 5

Realistic face reconstruction from deep embeddings

2021/11/4

Edward Vendrow
Edward Vendrow

H-Index: 0

Joshua Vendrow
Joshua Vendrow

H-Index: 2

Neural nonnegative CP decomposition for hierarchical tensor analysis

2021/10/31

Joshua Vendrow
Joshua Vendrow

H-Index: 2

Jamie Haddock
Jamie Haddock

H-Index: 5

On a guided nonnegative matrix factorization

2021/6/6

On the relation of gene essentiality to intron structure: A computational and deep learning approach

Life Science Alliance

2021/6/1

Analysis of Legal Documents via Non-negative Matrix Factorization Methods

arXiv preprint arXiv:2104.14028

2021/4/28

Feature selection from lyme disease patient survey using machine learning

Algorithms

2020/12/11

Joshua Vendrow
Joshua Vendrow

H-Index: 2

Jamie Haddock
Jamie Haddock

H-Index: 5

Antibiotic treatment response in chronic lyme disease: why do some patients improve while others do not?

Healthcare

2020/10/3

Joshua Vendrow
Joshua Vendrow

H-Index: 2

Jamie Haddock
Jamie Haddock

H-Index: 5

See List of Professors in Joshua Vendrow University(University of California, Los Angeles)

Co-Authors

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