|
Poster
|
Thu 14:00 |
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings Jessica Schrouff · Natalie Harris · Sanmi Koyejo · Ibrahim Alabdulmohsin · Eva Schnider · Krista Opsahl-Ong · Alexander Brown · Subhrajit Roy · Diana Mincu · Christina Chen · Awa Dieng · Yuan Liu · Vivek Natarajan · Alan Karthikesalingam · Katherine Heller · Silvia Chiappa · Alexander D'Amour |
|
|
Poster
|
Thu 14:00 |
SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained debugging and analysis Roxana Daneshjou · Mert Yuksekgonul · Zhuo Ran Cai · Roberto Novoa · James Zou |
|
|
Poster
|
Thu 9:00 |
Association Graph Learning for Multi-Task Classification with Category Shifts Jiayi Shen · Zehao Xiao · Xiantong Zhen · Cees Snoek · Marcel Worring |
|
|
Poster
|
Wed 14:00 |
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings Jean Ogier du Terrail · Samy-Safwan Ayed · Edwige Cyffers · Felix Grimberg · Chaoyang He · Regis Loeb · Paul Mangold · Tanguy Marchand · Othmane Marfoq · Erum Mushtaq · Boris Muzellec · Constantin Philippenko · Santiago Silva · Maria Teleńczuk · Shadi Albarqouni · Salman Avestimehr · Aurélien Bellet · Aymeric Dieuleveut · Martin Jaggi · Sai Praneeth Karimireddy · Marco Lorenzi · Giovanni Neglia · Marc Tommasi · Mathieu Andreux |
|
|
Poster
|
Wed 9:00 |
mRI: Multi-modal 3D Human Pose Estimation Dataset using mmWave, RGB-D, and Inertial Sensors Sizhe An · Yin Li · Umit Ogras |
|
|
Tutorial
|
Mon 8:00 |
Advances in NLP and their Applications to Healthcare Ndapa Nakashole |
|
|
Poster
|
Tue 9:00 |
Variational Model Perturbation for Source-Free Domain Adaptation Mengmeng Jing · Xiantong Zhen · Jingjing Li · Cees Snoek |
|
|
Poster
|
Wed 9:00 |
A Reduction to Binary Approach for Debiasing Multiclass Datasets Ibrahim Alabdulmohsin · Jessica Schrouff · Sanmi Koyejo |
|
|
Poster
|
Thu 9:00 |
Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions Fenglin Liu · Bang Yang · Chenyu You · Xian Wu · Shen Ge · Zhangdaihong Liu · Xu Sun · Yang Yang · David Clifton |
|
|
Poster
|
Wed 14:00 |
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine Ilker Demirel · Ahmet Alparslan Celik · Cem Tekin |
|
|
Poster
|
Wed 9:00 |
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare Shengpu Tang · Maggie Makar · Michael Sjoding · Finale Doshi-Velez · Jenna Wiens |
|
|
Poster
|
Wed 9:00 |
AdaFocal: Calibration-aware Adaptive Focal Loss Arindam Ghosh · Thomas Schaaf · Matthew Gormley |