Research
Research
Working Papers
CaAdam: Improving Adam optimizer using connection aware methods
R Genet, H Inzirillo
Publication: arXiv preprint arXiv:2410.24216
Date: 2024-10-31
PDF | GitHub | Categories: Machine Learning, Optimization, Adam, Deep Learning
A Temporal Linear Network for Time Series Forecasting
R Genet, H Inzirillo
Publication: arXiv preprint arXiv:2410.21448
Date: 2024-10-28
PDF | GitHub | Categories: Machine Learning, Time Series, Linear Model, Deep Learning
A Gated Residual Kolmogorov-Arnold Networks for Mixtures of Experts
H Inzirillo, R Genet
Publication: arXiv preprint arXiv:2409.15161
Date: 2024-09-23
PDF | GitHub | Categories: Machine Learning, Time Series, Mixtures of Experts, KAN
SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
H Inzirillo, R Genet
Publication: arXiv preprint arXiv:2406.17890
Date: 2024-06-25
PDF | GitHub | Categories: Machine Learning, Time Series, Signature Methods, KAN
Tkan: Temporal kolmogorov-arnold networks
R Genet, H Inzirillo
Publication: arXiv preprint arXiv:2405.07344
Date: 2024-06-05
PDF | GitHub | Categories: Machine Learning, Time Series, KAN
A Temporal Kolmogorov-Arnold Transformer for Time Series Forecasting
R Genet, H Inzirillo
Publication: arXiv preprint arXiv:2406.02486
Date: 2024-06-04
PDF | GitHub | Categories: Machine Learning, Time Series, Transformers, KAN