Sheheryar Zaidi
University of Oxford(GB)
Publications by Year
Research Areas
COVID-19 epidemiological studies, Neural Networks and Applications, Data-Driven Disease Surveillance, Machine Learning in Materials Science, Statistical Methods and Bayesian Inference
Most-Cited Works
- → LieTransformer: Equivariant self-attention for Lie Groups(2020)35 cited
- → Pre-training via Denoising for Molecular Property Prediction(2022)30 cited
- Neural Ensemble Search for Performant and Calibrated Predictions.(2020)
- → Neural Ensemble Search for Uncertainty Estimation and Dataset Shift(2020)18 cited
- → Efficient Bayesian inference of Instantaneous Reproduction Numbers at Fine Spatial Scales, with an Application to Mapping and Nowcasting the Covid-19 Epidemic in British Local Authorities(2022)16 cited
- → Provably Strict Generalisation Benefit for Equivariant Models(2021)10 cited
- → Effectiveness and resource requirements of test, trace and isolate strategies for COVID in the UK(2021)10 cited
- Target–Aware Bayesian Inference: How to Beat Optimal Conventional Estimators(2020)
- → When Does Re-initialization Work?(2022)2 cited