Scott Cheng-Hsin Yang

Scott Cheng-Hsin Yang

Rutgers, The State University of New Jersey

H-index: 14

North America-United States

About Scott Cheng-Hsin Yang

Scott Cheng-Hsin Yang, With an exceptional h-index of 14 and a recent h-index of 13 (since 2020), a distinguished researcher at Rutgers, The State University of New Jersey, specializes in the field of machine learning, cognitive science, biophysics.

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

Structured Evaluation of Synthetic Tabular Data

Human Variability and the Explore–Exploit Trade‐Off in Recommendation

The Inner Loop of Collective Human–Machine Intelligence

Evaluating perceptual and semantic interpretability of saliency methods: A case study of melanoma

A psychological theory of explainability

Method for selecting and presenting examples to explain decisions of algorithms

Explainable AI for medical imaging: explaining pneumothorax diagnoses with Bayesian teaching

Inferring Knowledge from Behavior in Search-and-rescue Tasks

Scott Cheng-Hsin Yang Information

University

Position

___

Citations(all)

947

Citations(since 2020)

629

Cited By

528

hIndex(all)

14

hIndex(since 2020)

13

i10Index(all)

15

i10Index(since 2020)

14

Email

University Profile Page

Rutgers, The State University of New Jersey

Google Scholar

View Google Scholar Profile

Scott Cheng-Hsin Yang Skills & Research Interests

machine learning

cognitive science

biophysics

Top articles of Scott Cheng-Hsin Yang

Title

Journal

Author(s)

Publication Date

Structured Evaluation of Synthetic Tabular Data

arXiv e-prints

Scott Cheng-Hsin Yang

Baxter Eaves

Michael Schmidt

Ken Swanson

Patrick Shafto

2024/3

Human Variability and the Explore–Exploit Trade‐Off in Recommendation

Cognitive Science

Scott Cheng‐Hsin Yang

Chirag Rank

Jake A Whritner

Olfa Nasraoui

Patrick Shafto

2023/4

The Inner Loop of Collective Human–Machine Intelligence

Topics in Cognitive Science

Scott Cheng‐Hsin Yang

Tomas Folke

Patrick Shafto

2023/2/20

Evaluating perceptual and semantic interpretability of saliency methods: A case study of melanoma

Applied AI Letters

Patrick Shafto Harshit Bokadia

Scott Cheng-Hsin Yang

Zhaobin Li

Tomas Folke

2022/9/13

A psychological theory of explainability

Scott Cheng-Hsin Yang

Nils Erik Tomas Folke

Patrick Shafto

2022/6/28

Method for selecting and presenting examples to explain decisions of algorithms

2022/10/11

Explainable AI for medical imaging: explaining pneumothorax diagnoses with Bayesian teaching

Tomas Folke

Scott Cheng-Hsin Yang

Sean Anderson

Partick Shafto

2021/4/12

Inferring Knowledge from Behavior in Search-and-rescue Tasks

Proceedings of the Annual Meeting of the Cognitive Science Society

Scott Cheng-Hsin Yang

Sean Anderson

Pei Wang

Chirag Rank

Tomas Folke

...

2021

Abstraction, validation, and generalization for explainable artificial intelligence

Applied AI Letters

Scott Cheng‐Hsin Yang

Tomas Folke

Patrick Shafto

2021/12

Explainable ai for natural adversarial images

arXiv preprint arXiv:2106.09106

Tomas Folke

ZhaoBin Li

Ravi B Sojitra

Scott Cheng-Hsin Yang

Patrick Shafto

2021/6/16

Mitigating belief projection in explainable artificial intelligence via Bayesian teaching

Scientific reports

Scott Cheng-Hsin Yang

Wai Keen Vong

Ravi B Sojitra

Tomas Folke

Patrick Shafto

2021/5/10

Unifying recommendation and active learning for information filtering and recommender systems

Scott Cheng-Hsin Yang

Chirag Rank

Jake Whritner

Olfa Nasraoui

Patrick Shafto

2020/8/25

Interpretable deep Gaussian processes with moments

Chi-Ken Lu

Scott Cheng-Hsin Yang

Xiaoran Hao

Patrick Shafto

2020/6/3

Modeling second language preposition learning

Proc. of CogSci

Libby Barak

Scott Cheng-Hsin Yang

Chirag Rank

Patrick Shafto

2020

See List of Professors in Scott Cheng-Hsin Yang University(Rutgers, The State University of New Jersey)

Co-Authors

H-index: 108
Daniel Wolpert

Daniel Wolpert

Columbia University in the City of New York

H-index: 98
Kathy Hirsh-Pasek

Kathy Hirsh-Pasek

Temple University

H-index: 94
Roberta Michnick Golinkoff

Roberta Michnick Golinkoff

University of Delaware

H-index: 72
Fei Xu (徐绯)

Fei Xu (徐绯)

University of California, Berkeley

H-index: 42
Benjamin Audit

Benjamin Audit

École Normale Supérieure de Lyon

H-index: 42
John Bechhoefer

John Bechhoefer

Simon Fraser University

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