Ghada Sokar

Joaquin Vanschoren

CoRR, 2023

The Dormant Neuron Phenomenon in Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Automatic Noise Filtering with Dynamic Sparse Training in Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Quick and robust feature selection: the strength of energy-efficient sparse training for autoencoders.

[BibT_eX]

[DOI]

Raymond N. J. Veldhuis

Mach. Learn., 2022

Avoiding Forgetting and Allowing Forward Transfer in Continual Learning via Sparse Networks.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Where to Pay Attention in Sparse Training for Feature Selection?

[BibT_eX]

[DOI]

Zahra Atashgahi

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

Dynamic Sparse Training for Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Elena Mocanu

Peter Stone

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

SpaceNet: Make Free Space for Continual Learning.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Addressing the Stability-Plasticity Dilemma via Knowledge-Aware Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2021

FreeTickets: Accurate, Robust and Efficient Deep Ensemble by Training with Dynamic Sparsity.

[BibT_eX]

[DOI]

CoRR, 2021

Learning Invariant Representation for Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Continual Lifelong Learning for Intelligent Agents.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Self-Attention Meta-Learner for Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

Topological Insights in Sparse Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Topological Insights into Sparse Neural Networks.

[BibT_eX]

[DOI]