Center for Informatics (CFI)

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jomaminoza 

submitted a paper to Daily Papers 2 months ago

The Hamilton-Jacobi Theory of Deep Learning

Paper • 2605.28983 • Published May 27 • 1

jomaminoza 

authored a paper 6 months ago

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

Paper • 2602.11206 • Published Feb 10

jomaminoza 

authored a paper 7 months ago

SPIKE: Sparse Koopman Regularization for Physics-Informed Neural Networks

Paper • 2601.10282 • Published Jan 15

jomaminoza 

authored 2 papers 9 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

jomaminoza 

authored a paper about 1 year ago

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

Paper • 2504.14372 • Published Apr 19, 2025