Asier Mujika

According to our database, Asier Mujika authored at least 12 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Harnessing Temporal Information: Methods for Long-term Dependency Learning in Autoregressive Models.

Asier Mujika

PhD thesis, 2023

Hierarchical Attention Encoder Decoder.

Asier Mujika

CoRR, 2023

Online learning of long-range dependencies.

Nicolas Zucchet, Robert Meier, Simon Schug, Asier Mujika, João Sacramento

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Open-Ended Reinforcement Learning with Neural Reward Functions.

Robert Meier, Asier Mujika

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2019

The linear hidden subset problem for the (1 + 1) EA with scheduled and adaptive mutation rates.

Hafsteinn Einarsson, Marcelo Matheus Gauy, Johannes Lengler, Florian Meier, Asier Mujika, Angelika Steger, Felix Weissenberger

Theor. Comput. Sci., 2019

Improving Gradient Estimation in Evolutionary Strategies With Past Descent Directions.

Florian Meier, Asier Mujika, Marcelo Matheus Gauy, Angelika Steger

CoRR, 2019

Decoupling Hierarchical Recurrent Neural Networks With Locally Computable Losses.

Asier Mujika, Felix Weissenberger, Angelika Steger

CoRR, 2019

Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning.

Frederik Benzing, Marcelo Matheus Gauy, Asier Mujika, Anders Martinsson, Angelika Steger

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Approximating Real-Time Recurrent Learning with Random Kronecker Factors.

Asier Mujika, Florian Meier, Angelika Steger

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

The linear hidden subset problem for the (1 + 1) EA with scheduled and adaptive mutation rates.

Hafsteinn Einarsson, Johannes Lengler, Marcelo Matheus Gauy, Florian Meier, Asier Mujika, Angelika Steger, Felix Weissenberger

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

Fast-Slow Recurrent Neural Networks.

Asier Mujika, Florian Meier, Angelika Steger

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Multi-task learning with deep model based reinforcement learning.

Asier Mujika

CoRR, 2016