Mohamed Osama Ahmed
7 papers · 2015–2024 · 4 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 π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
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Research topics
Deep Learning
(5)
Machine Learning
(5)
Artificial Intelligence
(4)
Architectures
(3)
Application Areas
(2)
Core AI
(2)
Core Methods
(2)
Learning Paradigms
(2)
Models
(2)
Optimization & Theory Β· Machine Learning
(2)
Mathematics & Optimization
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
neural process
(2)
cross attention
(2)
semi-supervised learning
(1)
attention mechanism
(1)
robust classification
(1)
token efficiency
(1)
gradient descent
(1)
variance reduction
(1)
selective classification
(1)
support vector machine
(1)
tree structure
(1)
convergence rate
(1)
latent variable
(1)
disentangled representation
(1)
entropy regularization
(1)
control variate
(1)
uncertainty estimation
(1)
inference optimization
(1)
temporal point process
(1)
stochastic variance reduced gradient
(1)
Papers
Memory Efficient Neural Processes via Constant Memory Attention Block
ICML 2024
Tree Cross Attention
ICLR 2024
Latent Bottlenecked Attentive Neural Processes
ICLR 2023
Meta Temporal Point Processes
ICLR 2023
Towards Better Selective Classification
ICLR 2023
Monotonicity regularization: Improved penalties and novel applications to disentangled representation learning and robust classification
UAI 2022
StopWasting My Gradients: Practical SVRG
NeurIPS 2015