Sen Wu

Sen Wu

Stanford University

H-index: 24

North America-United States

About Sen Wu

Sen Wu, With an exceptional h-index of 24 and a recent h-index of 22 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Machine Learning, Machine Learning Systems.

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

Evaluating semi-supervision methods for medical image segmentation: applications in cardiac magnetic resonance imaging

Speeding up cardiac MR segmentation with semi-supervision: applications in cine imaging

Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models

Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text

Observational Supervision for Medical Image Classification Using Gaze Data

Metadata Shaping: Natural Language Annotations for the Tail

Ivy: Instrumental variable synthesis for causal inference

Understanding and Improving Information Transfer in Multi-Task Learning

Sen Wu Information

University

Position

Computer Science

Citations(all)

4646

Citations(since 2020)

3344

Cited By

2490

hIndex(all)

24

hIndex(since 2020)

22

i10Index(all)

32

i10Index(since 2020)

27

Email

University Profile Page

Stanford University

Google Scholar

View Google Scholar Profile

Sen Wu Skills & Research Interests

Machine Learning

Machine Learning Systems

Top articles of Sen Wu

Title

Journal

Author(s)

Publication Date

Evaluating semi-supervision methods for medical image segmentation: applications in cardiac magnetic resonance imaging

Journal of Medical Imaging

Sarah M Hooper

Sen Wu

Rhodri H Davies

Anish Bhuva

Erik B Schelbert

...

2023/3/1

Speeding up cardiac MR segmentation with semi-supervision: applications in cine imaging

European Heart Journal-Cardiovascular Imaging

Sarah Hooper

Sen Wu

RH Davies

JC Moon

Peter Kellman

...

2022/9/1

Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models

Simran Arora

Sen Wu

Enci Liu

Christopher Ré

2022/5

Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text

arXiv preprint arXiv:2110.08228

Maya Varma

Laurel Orr

Sen Wu

Megan Leszczynski

Xiao Ling

...

2021/10/15

Observational Supervision for Medical Image Classification Using Gaze Data

Khaled Saab

Sarah M Hooper

Nimit S Sohoni

Jupinder Parmar

Brian Pogatchnik

...

2021

Metadata Shaping: Natural Language Annotations for the Tail

arXiv preprint arXiv:2110.08430

Simran Arora

Sen Wu

Enci Liu

Christopher Re

2021/10/16

Ivy: Instrumental variable synthesis for causal inference

23rd International Conference on Artificial Intelligence and Statistics

Zhaobin Kuang

Frederic Sala

Nimit Sohoni

Sen Wu

Aldo Córdova-Palomera

...

2020/4/11

Understanding and Improving Information Transfer in Multi-Task Learning

arXiv preprint arXiv:2005.00944

Sen Wu

Hongyang R Zhang

Christopher Ré

2020/5/2

On the generalization effects of linear transformations in data augmentation

Sen Wu

Hongyang Zhang

Gregory Valiant

Christopher Ré

2020/11/21

Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation

arXiv preprint arXiv:2010.10363

Laurel Orr

Megan Leszczynski

Simran Arora

Sen Wu

Neel Guha

...

2020/10/20

Snorkel: Rapid training data creation with weak supervision

Proceedings of the VLDB endowment. International conference on very large data bases

Alexander Ratner

Stephen H Bach

Henry Ehrenberg

Jason Fries

Sen Wu

...

2017/11

Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers

arXiv preprint arXiv:2010.11750

Fan Yang

Hongyang R Zhang

Sen Wu

Christopher Ré

Weijie J Su

2020/10/22

Creating Hardware Component Knowledge Bases with Training Data Generation and Multi-task Learning

ACM Transactions on Embedded Computing Systems (TECS)

Luke Hsiao

Sen Wu

Nicholas Chiang

Christopher Ré

Philip Levis

2020/9/29

Understanding the downstream instability of word embeddings

Proceedings of Machine Learning and Systems

Megan Leszczynski

Avner May

Jian Zhang

Sen Wu

Christopher Aberger

...

2020/3/15

Automating Knowledge Distillation and Representation from Richly Formatted Data

Sen Wu

2020

Train and You'll Miss It: Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings

arXiv preprint arXiv:2006.15168

Mayee F Chen

Daniel Y Fu

Frederic Sala

Sen Wu

Ravi Teja Mullapudi

...

2020/6/26

See List of Professors in Sen Wu University(Stanford University)

Co-Authors

H-index: 158
Christopher D Manning

Christopher D Manning

Stanford University

H-index: 122
Jon Kleinberg

Jon Kleinberg

Cornell University

H-index: 97
Tang Jie

Tang Jie

Tsinghua University

H-index: 87
Jimeng Sun

Jimeng Sun

University of Illinois at Urbana-Champaign

H-index: 87
Christopher Ré

Christopher Ré

Stanford University

H-index: 79
Nitesh V Chawla, FACM, FAAAI, FIEEE

Nitesh V Chawla, FACM, FAAAI, FIEEE

University of Notre Dame

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