Susan Wei - RankMe

33 papers A* 4A 2Journal 23Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A principled framework for uncertainty decomposition in TabPFN. CoRR Sandra Fortini, Kenyon Ng, Sonia Petrone, Judith Rousseau, Susan Wei
2025	A*	`conf`	A Bayesian Model Selection Criterion for Selecting Pretraining Checkpoints. ICML Michael Munn, Susan Wei
2025	J	`jnl`	Loss Landscape Degeneracy and Stagewise Development in Transformers. Trans. Mach. Learn. Res. Jesse Hoogland, George Wang, Matthew Farrugia-Roberts, Liam Carroll, Susan Wei, Daniel Murfet
2025	A	`conf`	Temperature Optimization for Bayesian Deep Learning. UAI Kenyon Ng, Chris van der Heide, Liam Hodgkinson, Susan Wei
2025	A	`conf`	The Local Learning Coefficient: A Singularity-Aware Complexity Measure. AISTATS Edmund Lau, Zach Furman, George Wang, Daniel Murfet, Susan Wei
2025	J	`jnl`	You Are What You Eat - AI Alignment Requires Understanding How Data Shapes Structure and Generalisation. CoRR Simon Pepin Lehalleur, Jesse Hoogland, Matthew Farrugia-Roberts, Susan Wei, Alexander Gietelink Oldenziel, George Wang, Liam Carroll, Daniel Murfet
2024	A*	`conf`	Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach. ICLR Aoqi Zuo, Yiqing Li, Susan Wei, Mingming Gong
2024	J	`jnl`	Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach. CoRR Aoqi Zuo, Yiqing Li, Susan Wei, Mingming Gong
2024	J	`jnl`	Leveraging free energy in pretraining model selection for improved fine-tuning. CoRR Michael Munn, Susan Wei
2024	—	`conf`	Pathwise Gradient Variance Reduction with Control Variates in Variational Inference. AI (2) Kenyon Ng, Susan Wei
2024	J	`jnl`	Pathwise Gradient Variance Reduction with Control Variates in Variational Inference. CoRR Kenyon Ng, Susan Wei
2024	J	`jnl`	Temperature Optimization for Bayesian Deep Learning. CoRR Kenyon Ng, Chris van der Heide, Liam Hodgkinson, Susan Wei
2024	J	`jnl`	The Developmental Landscape of In-Context Learning. CoRR Jesse Hoogland, George Wang, Matthew Farrugia-Roberts, Liam Carroll, Susan Wei, Daniel Murfet
2024	J	`jnl`	Variational Bayesian Neural Networks via Resolution of Singularities. J. Comput. Graph. Stat. Susan Wei, Edmund Lau
2023	J	`jnl`	Deep Learning Is Singular, and That's Good. IEEE Trans. Neural Networks Learn. Syst. Susan Wei, Daniel Murfet, Mingming Gong, Hui Li, Jesse Gell-Redman, Thomas Quella
2023	J	`jnl`	Dynamical versus Bayesian Phase Transitions in a Toy Model of Superposition. CoRR Zhongtian Chen, Edmund Lau, Jake Mendel, Susan Wei, Daniel Murfet
2023	J	`jnl`	Quantifying degeneracy in singular models via the learning coefficient. CoRR Edmund Lau, Daniel Murfet, Susan Wei
2023	J	`jnl`	Technical outlier detection via convolutional variational autoencoder for the ADMANI breast mammogram dataset. CoRR Hui Li, Carlos A. Peña-Solórzano, Susan Wei, Davis J. McCarthy
2023	J	`jnl`	Variational Bayesian Neural Networks via Resolution of Singularities. CoRR Susan Wei, Edmund Lau
2022	A*	`conf`	Counterfactual Fairness with Partially Known Causal Graph. NeurIPS Aoqi Zuo, Susan Wei, Tongliang Liu, Bo Han, Kun Zhang, Mingming Gong
2022	J	`jnl`	Counterfactual Fairness with Partially Known Causal Graph. CoRR Aoqi Zuo, Susan Wei, Tongliang Liu, Bo Han, Kun Zhang, Mingming Gong
2022	J	`jnl`	The fairness-accuracy Pareto front. Stat. Anal. Data Min. Susan Wei, Marc Niethammer
2022	J	`jnl`	Trade-off between conservation of biological variation and batch effect removal in deep generative modeling for single-cell transcriptomics. BMC Bioinform. Hui Li, Davis J. McCarthy, Heejung Shim, Susan Wei
2020	J	`jnl`	A Shooting Formulation of Deep Learning. CoRR François-Xavier Vialard, Roland Kwitt, Susan Wei, Marc Niethammer
2020	A*	`conf`	A shooting formulation of deep learning. NeurIPS François-Xavier Vialard, Roland Kwitt, Susan Wei, Marc Niethammer
2020	J	`jnl`	Automating the assessment of biofouling in images using expert agreement as a gold standard. CoRR Nathaniel J. Bloomfield, Susan Wei, Bartholomew Woodham, Peter Wilkinson, Andrew Robinson
2020	J	`jnl`	Deep Learning is Singular, and That's Good. CoRR Daniel Murfet, Susan Wei, Mingming Gong, Hui Li, Jesse Gell-Redman, Thomas Quella
2020	J	`jnl`	The Fairness-Accuracy Pareto Front. CoRR Susan Wei, Marc Niethammer
2018	J	`jnl`	Control of Blood Glucose for Type-1 Diabetes by Using Reinforcement Learning with Feedforward Algorithm. Comput. Math. Methods Medicine Phuong D. Ngo, Susan Wei, Anna Holubová, Jan Muzík, Fred Godtliebsen
2018	—	`conf`	Controlling blood glucose Levels in patients with Type 1 Diabetes using fitted Q-iterations and Functional Features. MLSP Jonas Nordhaug Myhre, Ilkka K. Launonen, Susan Wei, Fred Godtliebsen
2018	—	`conf`	Reinforcement-learning optimal control for type-1 diabetes. BHI Phuong D. Ngo, Susan Wei, Anna Holubová, Jan Muzík, Fred Godtliebsen
2017	J	`jnl`	Mobile Monitoring of Traumatic Brain Injury in Older Adults: Challenges and Opportunities. Neuroinformatics Andrei Irimia, Susan Wei, Nanshu Lu, Constance M. Moore, David N. Kennedy
2014	—	`—`	Latent supervised learning and DiProPerm. Susan Wei