Waleed Mustafa
8 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Optimization & Theory · Machine Learning
(4)
Deep Learning
(3)
Reinforcement Learning
(2)
Learning Types · Machine Learning
(2)
Methods
(2)
Applications
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
generalization bound
(4)
adversarial risk
(2)
learning theory
(1)
continual learning
(1)
adversarial learning
(1)
offline reinforcement learning
(1)
variational inference
(1)
rademacher complexity
(1)
temporal dynamics
(1)
multimodal learning
(1)
policy learning
(1)
risk minimization
(1)
algorithmic stability
(1)
label complexity
(1)
multi-class classification
(1)
online learning
(1)
structured output prediction
(1)
weight sharing
(1)
generalization error bound
(1)
reinforcement learning
(1)
Papers
Continual Neural Topic Model
EACL 2026
TORA: Train Once, Realign Anytime for Offline Multi-Objective Reinforcement Learning
AAAI 2026
Ethics in Action: Training Reinforcement Learning Agents for Moral Decision-making In Text-based Adventure Games
AISTATS 2024
Interpretable Tensor Fusion
IJCAI 2024
Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks
AISTATS 2024
On the Generalization Analysis of Adversarial Learning
ICML 2022
Fine-grained Generalization Analysis of Structured Output Prediction
IJCAI 2021
Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks
AAAI 2021