Andrew Jesson
Publications by Year
Research Areas
Advanced Causal Inference Techniques, Machine Learning and Algorithms, Statistical Methods and Inference, Bayesian Modeling and Causal Inference, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Longitudinal multiple sclerosis lesion segmentation: Resource and challenge(2017)344 cited
- → Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice Analysis(2020)182 cited
- → On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty(2021)56 cited
- → Brain Tumor Segmentation Using a 3D FCN with Multi-scale Loss(2018)43 cited
- → Establishing Evidence-Based Criteria for Directly Observed Hand Hygiene Compliance Monitoring Programs: A Prospective, Multicenter Cohort Study(2014)38 cited
- → Feasibility of monitoring compliance to the My 5 Moments and Entry/Exit hand hygiene methods in US hospitals(2016)31 cited
- Attentive Task-Agnostic Meta-Learning for Few-Shot Text Classification(2018)
- → Identifying Causal-Effect Inference Failure with Uncertainty-Aware Models(2020)25 cited
- Improving Deterministic Uncertainty Estimation in Deep Learning for Classification and Regression.(2021)