Asier Mujika
5 papers · 2017–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird
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Keyword Champion
Venues
Top co-authors
Research topics
Deep Learning
(4)
Architectures
(4)
Machine Learning
(3)
Optimization & Theory
(3)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Methods
(1)
Optimization
(1)
Keywords
recurrent neural network
(4)
truncated backpropagation
(2)
long-term dependency
(2)
real-time recurrent learning
(2)
mutual information
(1)
skill discovery
(1)
reward function
(1)
language model
(1)
gradient approximation
(1)
credit assignment
(1)
backpropagation through time
(1)
long-range dependency
(1)
variable-length sequence
(1)
long-range dependencies
(1)
multi-scale processing
(1)
neural network
(1)
character modeling
(1)
kronecker factorization
(1)
memory problem
(1)
kronecker-sum approximation
(1)
Papers
Online learning of long-range dependencies
NeurIPS 2023
Open-Ended Reinforcement Learning with Neural Reward Functions
NeurIPS 2022
Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning
ICML 2019
Approximating Real-Time Recurrent Learning with Random Kronecker Factors
NeurIPS 2018
Fast-Slow Recurrent Neural Networks
NeurIPS 2017