Kaitlin Maile

According to our database, Kaitlin Maile authored at least 9 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Dynamic Architectural Optimization of Artificial Neural Networks. (Optimisation architecturale des réseaux neuronaux artificiels).

Kaitlin Maile

PhD thesis, 2023

Composable Function-preserving Expansions for Transformer Architectures.

Andrea Gesmundo, Kaitlin Maile

CoRR, 2023

Equivariance-aware Architectural Optimization of Neural Networks.

Kaitlin Maile, Dennis George Wilson, Patrick Forré

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Structural Learning in Artificial Neural Networks: A Neural Operator Perspective.

Kaitlin Maile, Hervé Luga, Dennis George Wilson

Trans. Mach. Learn. Res., 2022

Architectural Optimization over Subgroups for Equivariant Neural Networks.

Kaitlin Maile, Dennis G. Wilson, Patrick Forré

CoRR, 2022

When, where, and how to add new neurons to ANNs.

Kaitlin Maile, Emmanuel Rachelson, Hervé Luga, Dennis George Wilson

Proceedings of the International Conference on Automated Machine Learning, 2022

2021

On Constrained Optimization in Differentiable Neural Architecture Search.

Kaitlin Maile, Erwan Lecarpentier, Hervé Luga, Dennis G. Wilson

CoRR, 2021

2019

Implementing evolutionary optimization to model neural functional connectivity.

Kaitlin Maile, Manish Saggar, Risto Miikkulainen

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2017

Effects of Soft Drinks on Resting State EEG and Brain-Computer Interface Performance.

Jianjun Meng, John Mundahl, Taylor D. Streitz, Kaitlin Maile, Nicholas S. Gulachek, Jeffrey He, Bin He

IEEE Access, 2017