Machine Learned Cellular Phenotypes in Cardiomyopathy Predict Sudden Death
Rogers, Albert J, Selvalingam, Anojan, Alhusseini, Mahmood I, Krummen, David E, Corrado, Cesare, Abuzaid, Firas, Baykaner, Tina, Meyer, Christian, Clopton, Paul, Giles, Wayne, Bailis, Peter, Niederer, Steven, Wang, Paul J, Rappel, Wouter-Jan, Zaharia, Matei, Narayan, Sanjiv M
Published in Circulation research (22.01.2021)
Published in Circulation research (22.01.2021)
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Journal Article
Machine Learning to Classify Intracardiac Electrical Patterns During Atrial Fibrillation
Alhusseini, Mahmood I., Abuzaid, Firas, Rogers, Albert J., Zaman, Junaid A. B., Baykaner, Tina, Clopton, Paul, Bailis, Peter, Zaharia, Matei, Wang, Paul J., Rappel, Wouter-Jan, Narayan, Sanjiv M.
Published in Circulation. Arrhythmia and electrophysiology (01.08.2020)
Published in Circulation. Arrhythmia and electrophysiology (01.08.2020)
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Journal Article
To Index or Not to Index: Optimizing Exact Maximum Inner Product Search
Abuzaid, Firas, Sethi, Geet, Bailis, Peter, Zaharia, Matei
Published in 2019 IEEE 35th International Conference on Data Engineering (ICDE) (01.04.2019)
Published in 2019 IEEE 35th International Conference on Data Engineering (ICDE) (01.04.2019)
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Conference Proceeding
Machine Learning to Classify Intracardiac Electrical Patterns During Atrial Fibrillation: Machine Learning of Atrial Fibrillation
Alhusseini, Mahmood I, Abuzaid, Firas, Rogers, Albert J, Zaman, Junaid A.B, Baykaner, Tina, Clopton, Paul, Bailis, Peter, Zaharia, Matei, Wang, Paul J, Rappel, Wouter-Jan, Narayan, Sanjiv M
Published in Circulation. Arrhythmia and electrophysiology (01.08.2020)
Published in Circulation. Arrhythmia and electrophysiology (01.08.2020)
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Journal Article
PREDICTING SUDDEN CARDIAC DEATH BY MACHINE LEARNING OF VENTRICULAR ACTION POTENTIALS
Selvalingam, Anojan, Alhusseini, Mahmood, Rogers, Albert J., Krummen, David, Abuzaid, Firas M., Baykaner, Tina, Clopton, Paul, Bailis, Peter, Zaharia, Matei, Wang, Paul, Narayan, Sanjiv
Published in Journal of the American College of Cardiology (24.03.2020)
Published in Journal of the American College of Cardiology (24.03.2020)
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Journal Article
Machine Learned Cellular Phenotypes Predict Outcome in Ischemic Cardiomyopathy
Rogers, Albert J., Selvalingam, Anojan, Alhusseini, Mahmood I., Krummen, David E., Corrado, Cesare, Abuzaid, Firas, Baykaner, Tina, Meyer, Christian, Clopton, Paul, Giles, Wayne, Bailis, Peter, Niederer, Steven, Wang, Paul J., Rappel, Wouter-Jan, Zaharia, Matei, Narayan, Sanjiv M.
Published in Circulation research (10.11.2020)
Published in Circulation research (10.11.2020)
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Journal Article
DIFF: a relational interface for large-scale data explanation
Abuzaid, Firas, Kraft, Peter, Suri, Sahaana, Gan, Edward, Xu, Eric, Shenoy, Atul, Ananthanarayan, Asvin, Sheu, John, Meijer, Erik, Wu, Xi, Naughton, Jeff, Bailis, Peter, Zaharia, Matei
Published in The VLDB journal (2021)
Published in The VLDB journal (2021)
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Journal Article
B-PO01-081 MACHINE LEARNING OF THE ELECTROCARDIOGRAM IDENTIFIES CARDIAC WALL MOTION ABNORMALITIES BEYOND THE Q WAVE
Rogers, Albert Joseph, Bhatia, Neal Kumar, Tooley, James, Thakkar, Vyom, Torres, Jessica, Torres, Jessica, Xu, Justin, Singh Tung, Jagteshwar, Alhusseini, Mahmood I., Clifford, Gari, Merchant, Faisal M., Bailis, Peter, Clopton, Paul, Ashley, Euan, Perez, Marco, Zaharia, Matei, Narayan, Sanjiv M.
Published in Heart rhythm (01.08.2021)
Published in Heart rhythm (01.08.2021)
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Journal Article
Quantifying eventual consistency with PBS
Bailis, Peter, Venkataraman, Shivaram, Franklin, Michael J., Hellerstein, Joseph M., Stoica, Ion
Published in The VLDB journal (01.04.2014)
Published in The VLDB journal (01.04.2014)
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Journal Article
Conference Proceeding
Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
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Paper
Journal Article
Networks of Networks: Complexity Class Principles Applied to Compound AI Systems Design
Davis, Jared Quincy, Hanin, Boris, Chen, Lingjiao, Bailis, Peter, Stoica, Ion, Zaharia, Matei
Published in arXiv.org (23.07.2024)
Published in arXiv.org (23.07.2024)
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Paper
Journal Article
Online Speculative Decoding
Liu, Xiaoxuan, Hu, Lanxiang, Bailis, Peter, Cheung, Alvin, Deng, Zhijie, Stoica, Ion, Zhang, Hao
Published in arXiv.org (10.06.2024)
Published in arXiv.org (10.06.2024)
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Paper
Journal Article
Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems
Chen, Lingjiao, Davis, Jared Quincy, Hanin, Boris, Bailis, Peter, Stoica, Ion, Zaharia, Matei, Zou, James
Published in arXiv.org (04.06.2024)
Published in arXiv.org (04.06.2024)
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Paper
Journal Article
Abstract 14675: Developing Convolutional Neural Networks for Deep Learning of Ventricular Action Potentials to Predict Risk for Ventricular Arrhythmias
Selvalingam, Anojan, Alhusseini, Mahmood, Rogers, Albert J, Krummen, David E, Abuzaid, Firas M, Zaman, Junaid A, Baykaner, Tina, Clopton, Paul L, Bailis, Peter, Zaharia, Matei, Narayan, Sanjiv M
Published in Circulation (New York, N.Y.) (19.11.2019)
Published in Circulation (New York, N.Y.) (19.11.2019)
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Journal Article
Abstract 16231: Machine Learning of Remodeled Ventricular Action Potentials and Long-Term Follow-Up of Ventricular Arrhythmias
Rogers, Albert J, Alhusseini, Mahmood, Selvalingam, Anojan, Krummen, David E, Abuzaid, Firas, Zaman, Junaid A, Baykaner, Tina, Clopton, Paul, Bailis, Peter, Zaharia, Matei, Narayan, Sanjiv M
Published in Circulation (New York, N.Y.) (19.11.2019)
Published in Circulation (New York, N.Y.) (19.11.2019)
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Journal Article
Finding Label and Model Errors in Perception Data With Learned Observation Assertions
Kang, Daniel, Arechiga, Nikos, Pillai, Sudeep, Bailis, Peter, Zaharia, Matei
Published in arXiv.org (15.01.2022)
Published in arXiv.org (15.01.2022)
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Paper
Journal Article