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Hugo Inzirillo

Orcid: 0009-0009-7366-8099

According to our database1, Hugo Inzirillo authored at least 16 papers between 2021 and 2025.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2025
SigGate: Enhancing Recurrent Neural Networks with Signature-Based Gating Mechanisms.
[BibTeX]
[DOI]
Remi Genet
,
Hugo Inzirillo
CoRR, February, 2025

STAN: Smooth Transition Autoregressive Networks.
[BibTeX]
[DOI]
Hugo Inzirillo
,
Remi Genet
CoRR, January, 2025

Keras Sig: Efficient Path Signature Computation on GPU in Keras 3.
[BibTeX]
[DOI]
Remi Genet
,
Hugo Inzirillo
CoRR, January, 2025

2024
Contributions to Econometric and Deep Learning Methods for Time Series Forecasting. (Contributions aux méthodes économétriques et d'apprentissage profond pour la prévision de séries temporelles).
[BibTeX]
[DOI]
Hugo Inzirillo
PhD thesis, 2024

CaAdam: Improving Adam optimizer using connection aware methods.
[BibTeX]
[DOI]
Remi Genet
,
Hugo Inzirillo
CoRR, 2024

Clustering Digital Assets Using Path Signatures: Application to Portfolio Construction.
[BibTeX]
[DOI]
Hugo Inzirillo
CoRR, 2024

A Temporal Linear Network for Time Series Forecasting.
[BibTeX]
[DOI]
Remi Genet
,
Hugo Inzirillo
CoRR, 2024

A Gated Residual Kolmogorov-Arnold Networks for Mixtures of Experts.
[BibTeX]
[DOI]
Hugo Inzirillo
,
Remi Genet
CoRR, 2024

Deep State Space Recurrent Neural Networks for Time Series Forecasting.
[BibTeX]
[DOI]
Hugo Inzirillo
CoRR, 2024

SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series.
[BibTeX]
[DOI]
Hugo Inzirillo
,
Remi Genet
CoRR, 2024

A Temporal Kolmogorov-Arnold Transformer for Time Series Forecasting.
[BibTeX]
[DOI]
Remi Genet
,
Hugo Inzirillo
CoRR, 2024

TKAN: Temporal Kolmogorov-Arnold Networks.
[BibTeX]
[DOI]
Remi Genet
,
Hugo Inzirillo
CoRR, 2024

2023
An Attention Free Conditional Autoencoder For Anomaly Detection in Cryptocurrencies.
[BibTeX]
[DOI]
Hugo Inzirillo
,
Ludovic De Villelongue
CoRR, 2023

2022
An Attention Free Long Short-Term Memory for Time Series Forecasting.
[BibTeX]
[DOI]
Hugo Inzirillo
,
Ludovic De Villelongue
CoRR, 2022

Deep Fusion of Lead-lag Graphs: Application to Cryptocurrencies.
[BibTeX]
[DOI]
Hugo Schnoering
,
Hugo Inzirillo
CoRR, 2022

2021
Dimensionality reduction for prediction: Application to Bitcoin and Ethereum.
[BibTeX]
[DOI]
Hugo Inzirillo
,
Benjamin Mat
CoRR, 2021


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