Kaitlin Maile

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 9

Top Topics

Structural Learning

Multilayer Perceptron

Top Venues

GECCO (Companion)

Publications

Kaitlin Maile, Dennis George Wilson, Patrick Forré
Equivariance-aware Architectural Optimization of Neural Networks. ICLR (2023)
Andrea Gesmundo, Kaitlin Maile
Composable Function-preserving Expansions for Transformer Architectures. CoRR (2023)
Kaitlin Maile, Dennis G. Wilson, Patrick Forré
Architectural Optimization over Subgroups for Equivariant Neural Networks. CoRR (2022)
Kaitlin Maile, Emmanuel Rachelson, Hervé Luga, Dennis George Wilson
When, where, and how to add new neurons to ANNs. AutoML (2022)
Kaitlin Maile, Emmanuel Rachelson, Hervé Luga, Dennis G. Wilson
When, where, and how to add new neurons to ANNs. CoRR (2022)
Kaitlin Maile, Hervé Luga, Dennis George Wilson
Structural Learning in Artificial Neural Networks: A Neural Operator Perspective. Trans. Mach. Learn. Res. 2022 (2022)
Kaitlin Maile, Erwan Lecarpentier, Hervé Luga, Dennis G. Wilson
On Constrained Optimization in Differentiable Neural Architecture Search. CoRR (2021)
Kaitlin Maile, Manish Saggar, Risto Miikkulainen
Implementing evolutionary optimization to model neural functional connectivity. GECCO (Companion) (2019)
Jianjun Meng, John Mundahl, Taylor D. Streitz, Kaitlin Maile, Nicholas S. Gulachek, Jeffrey He, Bin He
Effects of Soft Drinks on Resting State EEG and Brain-Computer Interface Performance. IEEE Access 5 (2017)