Hugo Inzirillo

17 papers Journal 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Keras Sig: Efficient Path Signature Computation on GPU in Keras 3. CoRR Remi Genet, Hugo Inzirillo
2025	J	`jnl`	LEMs: A Primer On Large Execution Models. CoRR Remi Genet, Hugo Inzirillo
2025	J	`jnl`	STAN: Smooth Transition Autoregressive Networks. CoRR Hugo Inzirillo, Remi Genet
2025	J	`jnl`	SigGate: Enhancing Recurrent Neural Networks with Signature-Based Gating Mechanisms. CoRR Remi Genet, Hugo Inzirillo
2024	J	`jnl`	A Gated Residual Kolmogorov-Arnold Networks for Mixtures of Experts. CoRR Hugo Inzirillo, Remi Genet
2024	J	`jnl`	A Temporal Kolmogorov-Arnold Transformer for Time Series Forecasting. CoRR Remi Genet, Hugo Inzirillo
2024	J	`jnl`	A Temporal Linear Network for Time Series Forecasting. CoRR Remi Genet, Hugo Inzirillo
2024	J	`jnl`	CaAdam: Improving Adam optimizer using connection aware methods. CoRR Remi Genet, Hugo Inzirillo
2024	J	`jnl`	Clustering Digital Assets Using Path Signatures: Application to Portfolio Construction. CoRR Hugo Inzirillo
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). Hugo Inzirillo
2024	J	`jnl`	Deep State Space Recurrent Neural Networks for Time Series Forecasting. CoRR Hugo Inzirillo
2024	J	`jnl`	SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series. CoRR Hugo Inzirillo, Remi Genet
2024	J	`jnl`	TKAN: Temporal Kolmogorov-Arnold Networks. CoRR Remi Genet, Hugo Inzirillo
2023	J	`jnl`	An Attention Free Conditional Autoencoder For Anomaly Detection in Cryptocurrencies. CoRR Hugo Inzirillo, Ludovic De Villelongue
2022	J	`jnl`	An Attention Free Long Short-Term Memory for Time Series Forecasting. CoRR Hugo Inzirillo, Ludovic De Villelongue
2022	J	`jnl`	Deep Fusion of Lead-lag Graphs: Application to Cryptocurrencies. CoRR Hugo Schnoering, Hugo Inzirillo
2021	J	`jnl`	Dimensionality reduction for prediction: Application to Bitcoin and Ethereum. CoRR Hugo Inzirillo, Benjamin Mat