Tameem Adel
7 papers · 2016–2021 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Conference Pioneer
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Research topics
Keywords
demographic parity
(2)
variational inference
(2)
transfer learning
(2)
continual learning
(1)
catastrophic forgetting
(1)
algorithmic fairness
(1)
bayesian inference
(1)
machine learning fairness
(1)
mutual information
(1)
exact inference
(1)
probabilistic modelling
(1)
probabilistic model
(1)
graphical model
(1)
uncertainty estimation
(1)
counterfactual explanation
(1)
bayesian neural network
(1)
deep generative model
(1)
data manifold
(1)
accuracy-fairness tradeoff
(1)
discriminative model
(1)
Papers
Getting a CLUE: A Method for Explaining Uncertainty Estimates
ICLR 2021
Conditional Learning of Fair Representations
ICLR 2020
Continual Learning with Adaptive Weights (CLAW)
ICLR 2020
One-Network Adversarial Fairness
AAAI 2019
TibGM: A Transferable and Information-Based Graphical Model Approach for Reinforcement Learning
ICML 2019
Discovering Interpretable Representations for Both Deep Generative and Discriminative Models
ICML 2018
Collapsed Variational Inference for Sum-Product Networks
ICML 2016