Justin Ko

17 papers A* 3Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
Navigating Skin Concerns with AI: A Human-Centered Investigation of a Dermatology App in a Diverse Community.
CHI Extended Abstracts
Rory Sayres, Anna Devon-Sand, Mike Schaekermann, Margaret Ann Smith, Patricia Strachan, Grace Eunhae Hong, Trinh Nguyen, Doris Wong, Naama Hammel, Dawn Siegel, Kexin Ren, Chelsea Belletieri, Vijaytha Muralidharan, Rajeev Rikhye, Yuan Liu, Beverly Freeman, Mike González, Nathan Ashcraft, Heidi Cho, Jimmy Li, Shweta Oak, Megan Shum, Abbi Ward, Yossi Matias, Gregory S. Corrado, Dale R. Webster, Peggy Bui, Preeti Singh, Yun Liu, Justin Ko, Steven Lin
2024 J jnl
A multiscale cavity method for sublinear-rank symmetric matrix factorization.
CoRR
Jean Barbier, Justin Ko, Anas A. Rahman
2024 J jnl
Closing the AI generalization gap by adjusting for dermatology condition distribution differences across clinical settings.
CoRR
Rajeev V. Rikhye, Aaron Loh, Grace Eunhae Hong, Preeti Singh, Margaret Ann Smith, Vijaytha Muralidharan, Doris Wong, Rory Sayres, Michelle Phung, Nicolas Betancourt, Bradley Fong, Rachna Sahasrabudhe, Khoban Nasim, Alec Eschholz, Basil Mustafa, Jan Freyberg, Terry Spitz, Yossi Matias, Gregory S. Corrado, Katherine Chou, Dale R. Webster, Peggy Bui, Yuan Liu, Yun Liu, Justin Ko, Steven Lin
2024 J jnl
Crowdsourcing Dermatology Images with Google Search Ads: Creating a Real-World Skin Condition Dataset.
CoRR
Abbi Ward, Jimmy Li, Julie Wang, Sriram Lakshminarasimhan, Ashley Carrick, Bilson J. L. Campana, Jay Hartford, Pradeep Kumar S, Tiya Tiyasirichokchai, Sunny Virmani, Renee Wong, Yossi Matias, Gregory S. Corrado, Dale R. Webster, Dawn Siegel, Steven Lin, Justin Ko, Alan Karthikesalingam, Christopher Semturs, Pooja Rao
2024 A* conf
Fundamental Limits of Non-Linear Low-Rank Matrix Estimation.
COLT
Pierre Mergny, Justin Ko, Florent Krzakala, Lenka Zdeborová
2024 J jnl
Fundamental limits of Non-Linear Low-Rank Matrix Estimation.
CoRR
Pierre Mergny, Justin Ko, Florent Krzakala, Lenka Zdeborová
2024 J jnl
On the phase diagram of extensive-rank symmetric matrix denoising beyond rotational invariance.
CoRR
Jean Barbier, Francesco Camilli, Justin Ko, Koki Okajima
2024 A* conf
Spectral Phase Transition and Optimal PCA in Block-Structured Spiked Models.
ICML
Pierre Mergny, Justin Ko, Florent Krzakala
2024 J jnl
Spectral Phase Transition and Optimal PCA in Block-Structured Spiked models.
CoRR
Pierre Mergny, Justin Ko, Florent Krzakala
2023 A* conf
Optimal Algorithms for the Inhomogeneous Spiked Wigner Model.
NeurIPS
Aleksandr Pak, Justin Ko, Florent Krzakala
2023 J jnl
Optimal Algorithms for the Inhomogeneous Spiked Wigner Model.
CoRR
Aleksandr Pak, Justin Ko, Florent Krzakala
2022 J jnl
Development and Clinical Evaluation of an AI Support Tool for Improving Telemedicine Photo Quality.
CoRR
Kailas Vodrahalli, Justin Ko, Albert S. Chiou, Roberto A. Novoa, Abubakar Abid, Michelle Phung, Kiana Yekrang, Paige Petrone, James Zou, Roxana Daneshjou
2022 J jnl
Disparities in Dermatology AI Performance on a Diverse, Curated Clinical Image Set.
CoRR
Roxana Daneshjou, Kailas Vodrahalli, Roberto A. Novoa, Melissa Jenkins, Weixin Liang, Veronica Rotemberg, Justin Ko, Susan M. Swetter, Elizabeth E. Bailey, Olivier Gevaert, Pritam Mukherjee, Michelle Phung, Kiana Yekrang, Bradley Fong, Rachna Sahasrabudhe, Johan A. C. Allerup, Utako Okata-Karigane, James Zou, Albert Chiou
2021 J jnl
Disparities in Dermatology AI: Assessments Using Diverse Clinical Images.
CoRR
Roxana Daneshjou, Kailas Vodrahalli, Weixin Liang, Roberto A. Novoa, Melissa Jenkins, Veronica Rotemberg, Justin Ko, Susan M. Swetter, Elizabeth E. Bailey, Olivier Gevaert, Pritam Mukherjee, Michelle Phung, Kiana Yekrang, Bradley Fong, Rachna Sahasrabudhe, James Zou, Albert Chiou
2017 J jnl
Dermatologist-level classification of skin cancer with deep neural networks.
Nat.
Andre Esteva, Brett Kuprel, Roberto A. Novoa, Justin Ko, Susan M. Swetter, Helen M. Blau, Sebastian Thrun
2017 — conf
Skin Cancer Detection and Tracking Using Data Synthesis and Deep Learning.
AAAI Workshops
Yunzhu Li, Andre Esteva, Brett Kuprel, Roberto A. Novoa, Justin Ko, Sebastian Thrun
2016 J jnl
Skin Cancer Detection and Tracking using Data Synthesis and Deep Learning.
CoRR
Yunzhu Li, Andre Esteva, Brett Kuprel, Roberto A. Novoa, Justin Ko, Sebastian Thrun