Competition
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Sat 13:50
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#1st Place- MMGP: a Mesh Morphing Gaussian Process-based machine learning method for regression of physical problems under non-parameterized geometrical variability
Fabien Casenave
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Poster
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Wed 16:30
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Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data
Xuxing Chen · Abhishek Roy · Yifan Hu · Krishnakumar Balasubramanian
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Poster
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Wed 11:00
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Nonparametric Instrumental Variable Regression through Stochastic Approximate Gradients
Yuri Fonseca · Caio Peixoto · Yuri Saporito
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Workshop
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Sat 15:45
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Are Police Biased? An NLP Approach
Jonathan Choi
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Workshop
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Are Police Biased? An NLP Approach
Jonathan Choi
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Workshop
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Optimality and Adaptivity of Deep Neural Features for Instrumental Variable Regression
Juno Kim · Dimitri Meunier · Arthur Gretton · Taiji Suzuki · Zhu Li
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Poster
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Fri 11:00
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Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables
Qiheng Sun · Haocheng Xia · Jinfei Liu
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Workshop
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Estimating Treatment Effect across Heterogeneous Data Sources: An Instrumental Variable Approach
Haotian Wang · Haoxuan Li · Wenjing Yang · Hao Zou · Wanrong Huang · Kun Kuang
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