Neural Ensemble Search for Performant and Calibrated Predictions. - Sheheryar Zaidi; Arber Zela; Thomas Elsken; Chris C. Holmes; Frank Hutter; Yee Whye Teh (CoRR, 2020)

Target-Aware Bayesian Inference: How to Beat Optimal Conventional Estimators. - Tom Rainforth; Adam Golinski; Frank Wood; Sheheryar Zaidi (J. Mach. Learn. Res., 2020)

Provably Strict Generalisation Benefit for Equivariant Models. - Bryn Elesedy; Sheheryar Zaidi (ICML, 2021)

LieTransformer: Equivariant Self-Attention for Lie Groups. - Michael J. Hutchinson; Charline Le Lan; Sheheryar Zaidi; Emilien Dupont; Yee Whye Teh; Hyunjik Kim (ICML, 2021)

Neural Ensemble Search for Uncertainty Estimation and Dataset Shift. - Sheheryar Zaidi; Arber Zela; Thomas Elsken; Chris C. Holmes; Frank Hutter; Yee Whye Teh (NeurIPS, 2021)

When Does Re-initialization Work? - Sheheryar Zaidi; Tudor Berariu; Hyunjik Kim; Jörg Bornschein; Claudia Clopath; Yee Whye Teh; Razvan Pascanu (ICBINB, 2022)

Pre-training via Denoising for Molecular Property Prediction. - Sheheryar Zaidi; Michael Schaarschmidt; James Martens; Hyunjik Kim; Yee Whye Teh; Alvaro Sanchez-Gonzalez; Peter W. Battaglia; Razvan Pascanu; Jonathan Godwin (ICLR, 2023)