Alexander Meulemans
9 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze
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The Questioner
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Optimization & Theory · Machine Learning
(7)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Reinforcement Learning
(2)
Application Areas
(2)
Architectures
(2)
Core Methods
(2)
Methods
(2)
Natural Language Processing
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
credit assignment
(3)
neural network optimization
(3)
neural network
(2)
biological plausibility
(2)
gauss-newton optimization
(2)
recurrent neural network
(2)
policy gradient
(1)
local learning
(1)
catastrophic forgetting
(1)
model merging
(1)
optimal control
(1)
hierarchical representation
(1)
model-based reinforcement learning
(1)
variance reduction
(1)
text classification
(1)
language model
(1)
named entity recognition
(1)
natural language
(1)
social dilemma
(1)
information extraction
(1)
Papers
Multi-agent cooperation through learning-aware policy gradients
ICLR 2025
Learning to Extract Structured Entities Using Language Models
EMNLP 2024
Would I have gotten that reward? Long-term credit assignment by counterfactual contribution analysis
NeurIPS 2023
Minimizing Control for Credit Assignment with Strong Feedback
ICML 2022
The least-control principle for local learning at equilibrium
NeurIPS 2022
Continual learning in recurrent neural networks
ICLR 2021
Credit Assignment in Neural Networks through Deep Feedback Control
NeurIPS 2021
Neural networks with late-phase weights
ICLR 2021
A Theoretical Framework for Target Propagation
NeurIPS 2020