Zaidi, Sheheryar

1. Pre-training via Denoising for Molecular Property Prediction
   2022/05/31 by Sheheryar Zaidi, Zaidi, Sheheryar, Michael Schaarschmidt +15 · 10 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Protein Structure and Dynamics
2. LieTransformer: Equivariant self-attention for Lie Groups
   2020/12/20 by Michael Hutchinson, Hutchinson, Michael, Charline Le Lan +9 · 9 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Topic Modeling
3. Provably Strict Generalisation Benefit for Equivariant Models
   2021/02/20 by Bryn Elesedy, Elesedy, Bryn, Sheheryar Zaidi +1 · 7 citations
   Computer Science · Physics and Astronomy · #Neural Networks and Applications #Model Reduction and Neural Networks #Gaussian Processes and Bayesian Inference
4. Neural Ensemble Search for Uncertainty Estimation and Dataset Shift
   2020/06/15 by Sheheryar Zaidi, Arber Zela, Zaidi, Sheheryar +9 · 8 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
5. When Does Re-initialization Work?
   2022/06/20 by Zaidi, Sheheryar, Berariu, Tudor, Kim, Hyunjik +4 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)