Sheheryar Zaidi
5 papers · 2020–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Deep Learning
(3)
Core AI
(3)
Core Methods
(3)
Optimization & Theory · Machine Learning
(2)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
neural network architecture
(1)
representation learning
(1)
variational inference
(1)
bayesian inference
(1)
group theory
(1)
posterior distribution
(1)
importance sampling
(1)
score matching
(1)
dataset shift
(1)
amortized inference
(1)
generalization bound
(1)
denoising autoencoder
(1)
group action
(1)
lie group
(1)
uncertainty estimation
(1)
group equivariance
(1)
molecular property prediction
(1)
linear model
(1)
monte carlo estimator
(1)
architecture search
(1)
Papers
Pre-training via Denoising for Molecular Property Prediction
ICLR 2023
LieTransformer: Equivariant Self-Attention for Lie Groups
ICML 2021
Neural Ensemble Search for Uncertainty Estimation and Dataset Shift
NeurIPS 2021
Provably Strict Generalisation Benefit for Equivariant Models
ICML 2021
Target–Aware Bayesian Inference: How to Beat Optimal Conventional Estimators
JMLR 2020