Alaa Saade
6 papers · 2014–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(4)
Reinforcement Learning
(3)
Core Methods
(3)
Methods
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Mathematics
(2)
Computer Science
(1)
Applications
(1)
Foundations
(1)
Keywords
bethe hessian
(2)
policy gradient
(2)
credit assignment
(2)
variance reduction
(2)
graph theory
(1)
self-supervised learning
(1)
community detection
(1)
distributional reinforcement learning
(1)
value function
(1)
state representation
(1)
inverse dynamics
(1)
matrix completion
(1)
low-rank matrix
(1)
value estimation
(1)
stochastic block model
(1)
curiosity-driven learning
(1)
random matrix theory
(1)
spectral algorithm
(1)
spectral method
(1)
world model
(1)
Papers
Unlocking the Power of Representations in Long-term Novelty-based Exploration
ICLR 2024
Quantile Credit Assignment
ICML 2023
BYOL-Explore: Exploration by Bootstrapped Prediction
NeurIPS 2022
Counterfactual Credit Assignment in Model-Free Reinforcement Learning
ICML 2021
Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation
NeurIPS 2015
Spectral Clustering of graphs with the Bethe Hessian
NeurIPS 2014