Susan Wei
Susan Wei
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2024
2023
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2011
Kenyon Ng
,
Susan Wei
September 2024
Australasian Joint Conference on Artificial Intelligence (AJCAI) 2024
Pathwise Gradient Variance Reduction with Control Variates in Variational Inference
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Aoqi Zuo
,
Yiqing Li
,
Susan Wei
,
Mingming Gong
March 2024
The Twelfth International Conference on Learning Representations
Interventional Fairness on Partially Known Causal Graphs -- A Constrained Optimization Approach
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Jesse Hoogland
,
George Wang
,
Matthew Farrugia-Roberts
,
Liam Carroll
,
Susan Wei
,
Daniel Murfet
February 2024
Arxiv
The Developmental Landscape of In-Context Learning
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Zhongtian Chen
,
Edmund Lau
,
Jake Mendel
,
Susan Wei
,
Daniel Murfet
October 2023
Arxiv
Dynamical versus Bayesian Phase Transitions in a Toy Model of Superposition
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Code
Edmund Lau
,
Daniel Murfet
,
Susan Wei
August 2023
Arxiv
Quantifying Degeneracy in Singular Models Via the Learning Coefficient
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Code
Susan Wei
,
Edmund Lau
February 2023
Journal of Computational and Graphical Statistics
Variational Bayesian Neural Networks via Resolution of Singularities
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Code
Susan Wei
,
Daniel Murfet
,
Mingming Gong
,
Hui Li
,
Jesse Gell-Redman
,
Thomas Quella
December 2022
IEEE Transactions on Neural Networks and Learning Systems
Deep Learning is Singular, and That's Good
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Aoqi Zuo
,
Susan Wei
,
Tongliang Liu
,
Bo Han
,
Kun Zhang
,
Mingming Gong
December 2022
Advances in Neural Information Processing Systems 36
Counterfactual Fairness with Partially Known Causal Graph
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Supplementary
Presentation
Hui Li
,
Davis J. McCarthy
,
Heejung Shim
,
Susan Wei
July 2022
BMC Bioinformatics
Trade-off between conservation of biological variation and batch effect removal in deep generative modeling for single-cell transcriptomics
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Susan Wei
,
Marc Niethammer
October 2021
Stat Anal Data Min: The ASA Data Sci Journal
The Fairness-Accuracy Pareto Front
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François-Xavier Vialard
,
Roland Kwitt
,
Susan Wei
,
Marc Niethammer
December 2020
Advances in Neural Information Processing Systems 33
A Shooting Formulation of Deep Learning
Selected for oral presentation
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Supplementary
Code
Presentation
Nathaniel J Bloomfield
,
Susan Wei
,
Bartholomew Woodham
,
Peter Wilkinson
,
Andrew Robinson
January 2020
arXiv preprint arXiv:2008.09289
Automating the assessment of biofouling in images using expert agreement as a gold standard
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Susan Wei
,
Michael R Kosorok
October 2018
Biometrika
The change-plane Cox model
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Susan Wei
,
Victor M Panaretos
February 2018
Electronic Journal of Statistics
Empirical evolution equations
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Phuong D Ngo
,
Susan Wei
,
Anna Holubová
,
Jan Muzik
,
Fred Godtliebsen
January 2018
2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)
Reinforcement-learning optimal control for type-1 diabetes
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Jonas Nordhaug Myhre
,
Ilkka K Launonen
,
Susan Wei
,
Fred Godtliebsen
January 2018
2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP)
Controlling Blood Glucose Levels In Patients With Type 1 Diabetes Using Fitted Q-Iterations And Functional Features
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Phuong D Ngo
,
Susan Wei
,
Anna Holubová
,
Jan Muzik
,
Fred Godtliebsen
January 2018
Computational and mathematical methods in medicine
Control of blood glucose for type-1 diabetes by using reinforcement learning with feedforward algorithm
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Nicole Larson
,
Qi Wang
,
Katherine Grannon
,
Susan Wei
,
Marilyn S Nanney
,
Caitlin Caspi
January 2018
Journal of nutrition education and behavior
A low-cost, grab-and-go breakfast intervention for rural high school students: Changes in school breakfast program participation among at-risk students in Minnesota
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Fred Godtliebsen
,
Stein O Skrovseth
,
Susan Wei
January 2017
WILEY
Statistical Scale Space Methods
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Caitlin Eicher Caspi
,
Qi Wang
,
Amy Shanafelt
,
Nicole Larson
,
Susan Wei
,
Mary O Hearst
,
Marilyn S Nanney
January 2017
Journal of School Health
School breakfast program participation and rural adolescents' purchasing behaviors in food stores and restaurants
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Andrei Irimia
,
Susan Wei
,
Nanshu Lu
,
Constance M Moore
,
David N Kennedy
January 2017
Springer US
Mobile monitoring of traumatic brain injury in older adults: challenges and opportunities
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Susan Wei
,
Chihoon Lee
,
Lindsay Wichers
,
JS Marron
May 2016
Journal of Computational and Graphical Statistics
Direction-projection-permutation for high-dimensional hypothesis tests
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Susan Wei
,
Michael R Kosorok
September 2013
Journal of the American Statistical Association
Latent supervised learning
Selected as Featured Article
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Jayson Miedema
,
James Stephen Marron
,
Marc Niethammer
,
David Borland
,
John Woosley
,
Jason Coposky
,
Susan Wei
,
Howard Reisner
,
Nancy E Thomas
January 2012
Histopathology
Image and statistical analysis of melanocytic histology
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Susan Wei
,
Andrew B Nobel
January 2011
Discussion of “Adaptive Confidence Intervals for the Test Error in Classification”, by EB Laber and SA Murphy
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