Susan Wei

According to our database, Susan Wei authored at least 20 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Temperature Optimization for Bayesian Deep Learning.

Kenyon Ng, Chris van der Heide, Liam Hodgkinson, Susan Wei

CoRR, 2024

Leveraging free energy in pretraining model selection for improved fine-tuning.

Michael Munn, Susan Wei

CoRR, 2024

The Developmental Landscape of In-Context Learning.

Jesse Hoogland, George Wang, Matthew Farrugia-Roberts, Liam Carroll, Susan Wei, Daniel Murfet

CoRR, 2024

Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach.

Aoqi Zuo, Yiqing Li, Susan Wei, Mingming Gong

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Pathwise Gradient Variance Reduction with Control Variates in Variational Inference.

Kenyon Ng, Susan Wei

Proceedings of the AI 2024: Advances in Artificial Intelligence, 2024

2023

Deep Learning Is Singular, and That's Good.

Susan Wei, Daniel Murfet, Mingming Gong, Hui Li, Jesse Gell-Redman, Thomas Quella

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Dynamical versus Bayesian Phase Transitions in a Toy Model of Superposition.

Zhongtian Chen, Edmund Lau, Jake Mendel, Susan Wei, Daniel Murfet

CoRR, 2023

Quantifying degeneracy in singular models via the learning coefficient.

Edmund Lau, Daniel Murfet, Susan Wei

CoRR, 2023

Technical outlier detection via convolutional variational autoencoder for the ADMANI breast mammogram dataset.

Hui Li, Carlos A. Peña-Solórzano, Susan Wei, Davis J. McCarthy

CoRR, 2023

Variational Bayesian Neural Networks via Resolution of Singularities.

Susan Wei, Edmund Lau

CoRR, 2023

2022

The fairness-accuracy Pareto front.

Susan Wei, Marc Niethammer

Stat. Anal. Data Min., 2022

Trade-off between conservation of biological variation and batch effect removal in deep generative modeling for single-cell transcriptomics.

Hui Li, Davis J. McCarthy, Heejung Shim, Susan Wei

BMC Bioinform., 2022

Counterfactual Fairness with Partially Known Causal Graph.

Aoqi Zuo, Susan Wei, Tongliang Liu, Bo Han, Kun Zhang, Mingming Gong

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

Automating the assessment of biofouling in images using expert agreement as a gold standard.

Nathaniel J. Bloomfield, Susan Wei, Bartholomew Woodham, Peter Wilkinson, Andrew Robinson

CoRR, 2020

A shooting formulation of deep learning.

François-Xavier Vialard, Roland Kwitt, Susan Wei, Marc Niethammer

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Control of Blood Glucose for Type-1 Diabetes by Using Reinforcement Learning with Feedforward Algorithm.

Phuong D. Ngo, Susan Wei, Anna Holubová, Jan Muzík, Fred Godtliebsen

Comput. Math. Methods Medicine, 2018

Controlling blood glucose Levels in patients with Type 1 Diabetes using fitted Q-iterations and Functional Features.

Jonas Nordhaug Myhre, Ilkka K. Launonen, Susan Wei, Fred Godtliebsen

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Reinforcement-learning optimal control for type-1 diabetes.

Phuong D. Ngo, Susan Wei, Anna Holubová, Jan Muzík, Fred Godtliebsen

Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

2017

Mobile Monitoring of Traumatic Brain Injury in Older Adults: Challenges and Opportunities.

Andrei Irimia, Susan Wei, Nanshu Lu, Constance M. Moore, David N. Kennedy

Neuroinformatics, 2017

2014

Latent supervised learning and DiProPerm.

Susan Wei

PhD thesis, 2014