Susan Wei

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Top Venues

Stat. Anal. Data Min.

Publications

Jesse Hoogland, George Wang, Matthew Farrugia-Roberts, Liam Carroll, Susan Wei, Daniel Murfet
The Developmental Landscape of In-Context Learning. CoRR (2024)
Aoqi Zuo, Yiqing Li, Susan Wei, Mingming Gong
Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach. ICLR (2024)
Aoqi Zuo, Yiqing Li, Susan Wei, Mingming Gong
Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach. CoRR (2024)
Susan Wei, Daniel Murfet, Mingming Gong, Hui Li, Jesse Gell-Redman, Thomas Quella
Deep Learning Is Singular, and That's Good. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Hui Li, Carlos A. Peña-Solórzano, Susan Wei, Davis J. McCarthy
Technical outlier detection via convolutional variational autoencoder for the ADMANI breast mammogram dataset. CoRR (2023)
Zhongtian Chen, Edmund Lau, Jake Mendel, Susan Wei, Daniel Murfet
Dynamical versus Bayesian Phase Transitions in a Toy Model of Superposition. CoRR (2023)
Susan Wei, Edmund Lau
Variational Bayesian Neural Networks via Resolution of Singularities. CoRR (2023)
Edmund Lau, Daniel Murfet, Susan Wei
Quantifying degeneracy in singular models via the learning coefficient. CoRR (2023)
Susan Wei, Marc Niethammer
The fairness-accuracy Pareto front. Stat. Anal. Data Min. 15 (3) (2022)
Aoqi Zuo, Susan Wei, Tongliang Liu, Bo Han, Kun Zhang, Mingming Gong
Counterfactual Fairness with Partially Known Causal Graph. NeurIPS (2022)
Hui Li, Davis J. McCarthy, Heejung Shim, Susan Wei
Trade-off between conservation of biological variation and batch effect removal in deep generative modeling for single-cell transcriptomics. BMC Bioinform. 23 (1) (2022)
Aoqi Zuo, Susan Wei, Tongliang Liu, Bo Han, Kun Zhang, Mingming Gong
Counterfactual Fairness with Partially Known Causal Graph. CoRR (2022)
Susan Wei, Marc Niethammer
The Fairness-Accuracy Pareto Front. CoRR (2020)
François-Xavier Vialard, Roland Kwitt, Susan Wei, Marc Niethammer
A Shooting Formulation of Deep Learning. CoRR (2020)
Daniel Murfet, Susan Wei, Mingming Gong, Hui Li, Jesse Gell-Redman, Thomas Quella
Deep Learning is Singular, and That's Good. CoRR (2020)
François-Xavier Vialard, Roland Kwitt, Susan Wei, Marc Niethammer
A shooting formulation of deep learning. NeurIPS (2020)
Nathaniel J. Bloomfield, Susan Wei, Bartholomew Woodham, Peter Wilkinson, Andrew Robinson
Automating the assessment of biofouling in images using expert agreement as a gold standard. CoRR (2020)
Phuong D. Ngo, Susan Wei, Anna Holubová, Jan Muzík, Fred Godtliebsen
Control of Blood Glucose for Type-1 Diabetes by Using Reinforcement Learning with Feedforward Algorithm. Comput. Math. Methods Medicine 2018 (2018)
Jonas Nordhaug Myhre, Ilkka K. Launonen, Susan Wei, Fred Godtliebsen
Controlling blood glucose Levels in patients with Type 1 Diabetes using fitted Q-iterations and Functional Features. MLSP (2018)
Phuong D. Ngo, Susan Wei, Anna Holubová, Jan Muzík, Fred Godtliebsen
Reinforcement-learning optimal control for type-1 diabetes. BHI (2018)
Andrei Irimia, Susan Wei, Nanshu Lu, Constance M. Moore, David N. Kennedy
Mobile Monitoring of Traumatic Brain Injury in Older Adults: Challenges and Opportunities. Neuroinformatics 15 (3) (2017)