基本信息
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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 147 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,
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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