Center for Informatics (CFI)

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jomaminoza authored a paper 24 days ago

UltraLIF: Fully Differentiable Spiking Neural Networks via Ultradiscretization and Max-Plus Algebra

jomaminoza authored a paper about 2 months ago

SPIKE: Sparse Koopman Regularization for Physics-Informed Neural Networks

jomaminoza authored a paper 4 months ago

ML-EcoLyzer: Quantifying the Environmental Cost of Machine Learning Inference Across Frameworks and Hardware

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authored a paper 24 days ago

UltraLIF: Fully Differentiable Spiking Neural Networks via Ultradiscretization and Max-Plus Algebra

Paper • 2602.11206 • Published Feb 10

authored a paper about 2 months ago

SPIKE: Sparse Koopman Regularization for Physics-Informed Neural Networks

Paper • 2601.10282 • Published Jan 15

authored 2 papers 4 months ago

ML-EcoLyzer: Quantifying the Environmental Cost of Machine Learning Inference Across Frameworks and Hardware

Paper • 2511.06694 • Published Nov 10, 2025

An Interpretability-Guided Framework for Responsible Synthetic Data Generation in Emotional Text

Paper • 2511.16132 • Published Nov 20, 2025

authored a paper 10 months ago

Learning Enhanced Structural Representations with Block-Based Uncertainties for Ocean Floor Mapping

Paper • 2504.14372 • Published Apr 19, 2025