Alexander Meulemans
9 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge π Cross-Pollinator (10)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(17)
π£
Hot Topic Early Bird
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Keyword Champion
(2)
π₯
Unstoppable
(6)
β
The Questioner
Conferences
NIPS (4)
ICLR (3)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
neural network optimization
(3)
credit assignment
(3)
biological plausibility
(2)
gauss-newton optimization
(2)
optimal control
(1)
hierarchical representation
(1)
model-based reinforcement learning
(1)
variance reduction
(1)
natural language
(1)
recurrent neural network
(1)
language model
(1)
feedback control
(1)
biological learning
(1)
entity extraction
(1)
gradient-based learning
(1)
counterfactual analysis
(1)
neural network
(1)
target propagation
(1)
structured entity
(1)
structured entity 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
NIPS 2023
Minimizing Control for Credit Assignment with Strong Feedback
ICML 2022
The least-control principle for local learning at equilibrium
NIPS 2022
Continual learning in recurrent neural networks
ICLR 2021
Neural networks with late-phase weights
ICLR 2021
Credit Assignment in Neural Networks through Deep Feedback Control
NIPS 2021
A Theoretical Framework for Target Propagation
NIPS 2020