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职业迁徙
个人简介
I develop novel algorithms and models for artificial intelligence and machine learning applications.
My current research interest is in the following areas: 1. probabilistic deep learning methods for unsupervised learning and representation learning; 2. deep learning algorithms for uncertainty quantification; 3. the consequence of model misspecification on estimation and on decision problems.
In terms of methodology I am interested in structured prediction, deep learning, Monte Carlo methods, and decision theory.
My work has found industrial applications in computer vision, cloud-based machine learning, gesture recognition, statistical image processing, numerical optimization, and in time-of-flight imaging.
My current research interest is in the following areas: 1. probabilistic deep learning methods for unsupervised learning and representation learning; 2. deep learning algorithms for uncertainty quantification; 3. the consequence of model misspecification on estimation and on decision problems.
In terms of methodology I am interested in structured prediction, deep learning, Monte Carlo methods, and decision theory.
My work has found industrial applications in computer vision, cloud-based machine learning, gesture recognition, statistical image processing, numerical optimization, and in time-of-flight imaging.
研究兴趣
论文共 148 篇作者统计合作学者相似作者
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Joowon Lim, Jannes Gladrow, Douglas Kelly,Greg O'Shea,Govert Verkes,Ioan Stefanovici,Sebastian Nowozin,Benn Thomsen
arxiv(2023)
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Patrick Anderson, Erika Blancada Aranas,Youssef Assaf,Raphael Behrendt,Richard Black,Marco Caballero,Pashmina Cameron, Burcu Canakci, Thales de Carvalho,Andromachi Chatzieleftheriou,James Clegg, Rebekah Storan Clarke,
PROCEEDINGS OF THE TWENTY-NINTH ACM SYMPOSIUM ON OPERATING SYSTEMS PRINCIPLES, SOSP 2023pp.166-181, (2023)
Joowon Lim, Jannes Gladrow, Douglas Kelly, Greg O'Shea,Govert Verkes,Ioan Stefanovici,Sebastian Nowozin,Benn C. Thomsen
arXiv (Cornell University) (2023)
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Ariel Gomez Diaz,Patrick Anderson,Erika Aranas, Jorge Rodriguez Armas,Ben Arslan,Youssef Assaf,Raphael Behrendt,Richard Black, Stefano Bucciarelli,Marco Caballero,Yoseline Cabara,Pashmina Cameron,
2022 Conference on Lasers and Electro-Optics (CLEO)pp.1-2, (2022)
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arXiv (Cornell University) (2022)
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