Christopher Lee-Messer

19 papers A* 2A 2Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
An Explainable and Actionable Mistrust Scoring Framework for Model Monitoring.
IEEE Trans. Artif. Intell.
Nandita Bhaskhar, Daniel L. Rubin, Christopher Lee-Messer
2024 J jnl
Towards trustworthy seizure onset detection using workflow notes.
npj Digit. Medicine
Khaled Saab, Siyi Tang, Mohamed Taha, Christopher Lee-Messer, Christopher Ré, Daniel L. Rubin
2023 A conf
ATCON: Attention Consistency for Vision Models.
WACV
Ali Mirzazadeh, Florian Dubost, Maxwell Pike, Krish Maniar, Max Zuo, Christopher Lee-Messer, Daniel L. Rubin
2023 — conf
Modeling Multivariate Biosignals With Graph Neural Networks and Structured State Space Models.
CHIL
Siyi Tang, Jared A. Dunnmon, Liangqiong Qu, Khaled Kamal Saab, Tina Baykaner, Christopher Lee-Messer, Daniel L. Rubin
2023 A conf
Semi-Supervised Learning for Sparsely-Labeled Sequential Data: Application to Healthcare Video Processing.
WACV
Florian Dubost, Erin Hong, Siyi Tang, Nandita Bhaskhar, Christopher Lee-Messer, Daniel L. Rubin
2023 J jnl
Towards trustworthy seizure onset detection using workflow notes.
CoRR
Khaled Saab, Siyi Tang, Mohamed Taha, Christopher Lee-Messer, Christopher Ré, Daniel L. Rubin
2022 J jnl
ATCON: Attention Consistency for Vision Models.
CoRR
Ali Mirzazadeh, Florian Dubost, Maxwell Pike, Krish Maniar, Max Zuo, Christopher Lee-Messer, Daniel L. Rubin
2022 A* conf
Domino: Discovering Systematic Errors with Cross-Modal Embeddings.
ICLR
Sabri Eyuboglu, Maya Varma, Khaled Kamal Saab, Jean-Benoit Delbrouck, Christopher Lee-Messer, Jared Dunnmon, James Zou, Christopher Ré
2022 J jnl
Domino: Discovering Systematic Errors with Cross-Modal Embeddings.
CoRR
Sabri Eyuboglu, Maya Varma, Khaled Saab, Jean-Benoit Delbrouck, Christopher Lee-Messer, Jared Dunnmon, James Zou, Christopher Ré
2022 A* conf
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis.
ICLR
Siyi Tang, Jared Dunnmon, Khaled Kamal Saab, Xuan Zhang, Qianying Huang, Florian Dubost, Daniel L. Rubin, Christopher Lee-Messer
2022 J jnl
Spatiotemporal Modeling of Multivariate Signals With Graph Neural Networks and Structured State Space Models.
CoRR
Siyi Tang, Jared A. Dunnmon, Liangqiong Qu, Khaled Kamal Saab, Christopher Lee-Messer, Daniel L. Rubin
2022 J jnl
TRUST-LAPSE: An Explainable & Actionable Mistrust Scoring Framework for Model Monitoring.
CoRR
Nandita Bhaskhar, Daniel L. Rubin, Christopher Lee-Messer
2021 J jnl
Automated Detection of Patients in Hospital Video Recordings.
CoRR
Siddharth Sharma, Florian Dubost, Christopher Lee-Messer, Daniel L. Rubin
2021 J jnl
Automated Seizure Detection and Seizure Type Classification From Electroencephalography With a Graph Neural Network and Self-Supervised Pre-Training.
CoRR
Siyi Tang, Jared A. Dunnmon, Khaled Saab, Xuan Zhang, Qianying Huang, Florian Dubost, Daniel L. Rubin, Christopher Lee-Messer
2021 J jnl
Double Descent Optimization Pattern and Aliasing: Caveats of Noisy Labels.
CoRR
Florian Dubost, Khaled Kamal Saab, Erin Hong, Daniel Yang Fu, Max Pike, Siddharth Sharma, Siyi Tang, Nandita Bhaskhar, Christopher Lee-Messer, Daniel L. Rubin
2020 J jnl
Cross-Modal Data Programming Enables Rapid Medical Machine Learning.
Patterns
Jared A. Dunnmon, Alexander J. Ratner, Khaled Saab, Nishith Khandwala, Matthew Markert, Hersh Sagreiya, Roger E. Goldman, Christopher Lee-Messer, Matthew P. Lungren, Daniel L. Rubin, Christopher Ré
2020 J jnl
Let's Hope it Works! Inaccurate Supervision of Neural Networks with Incorrect Labels: Application to Epilepsy.
CoRR
Florian Dubost, Erin Hong, Daniel Y. Fu, Nandita Bhaskhar, Siyi Tang, Khaled Saab, Daniel L. Rubin, Jared Dunnmon, Christopher Lee-Messer
2020 J jnl
Weak supervision as an efficient approach for automated seizure detection in electroencephalography.
npj Digit. Medicine
Khaled Saab, Jared Dunnmon, Christopher Ré, Daniel L. Rubin, Christopher Lee-Messer
2019 J jnl
Cross-Modal Data Programming Enables Rapid Medical Machine Learning.
CoRR
Jared Dunnmon, Alexander Ratner, Nishith Khandwala, Khaled Saab, Matthew Markert, Hersh Sagreiya, Roger E. Goldman, Christopher Lee-Messer, Matthew P. Lungren, Daniel L. Rubin, Christopher Ré