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Emanuele Zappala
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2020 – today
- 2024
- [j3]Emanuele Zappala
, Antonio Henrique de Oliveira Fonseca, Josue Ortega Caro, Andrew Henry Moberly, Michael James Higley, Jessica A. Cardin, David van Dijk
Learning integral operators via neural integral equations. Nat. Mac. Intell. 6(9): 1046-1062 (2024) - [c3]Josue Ortega Caro, Antonio Henrique de Oliveira Fonseca, Syed Asad Rizvi, Matteo Rosati, Christopher L. Averill, James Cross, Prateek Mittal
BrainLM: A foundation model for brain activity recordings. ICLR 2024 - [i12]Emanuele Zappala:
Projection Methods for Operator Learning and Universal Approximation. CoRR abs/2406.12264 (2024) - [i11]Emanuele Zappala, Maryam Bagherian:
Universal Approximation of Operators with Transformers and Neural Integral Operators. CoRR abs/2409.00841 (2024) - [i10]Emanuele Zappala:
Leray-Schauder Mappings for Operator Learning. CoRR abs/2410.01746 (2024) - [i9]Shiyang Zhang, Aakash Patel, Syed Asad Rizvi, Nianchen Liu, Sizhuang He, Amin Karbasi, Emanuele Zappala, David van Dijk:
Intelligence at the Edge of Chaos. CoRR abs/2410.02536 (2024) - [i8]Sizhuang He, Daniel LeVine, Ivan Vrkic, Marco Francesco Bressana, David Zhang, Syed Asad Rizvi, Yangtian Zhang, Emanuele Zappala, David van Dijk:
CaLMFlow: Volterra Flow Matching using Causal Language Models. CoRR abs/2410.05292 (2024) - 2023
- [c2]Emanuele Zappala, Antonio Henrique de Oliveira Fonseca, Andrew Henry Moberly, Michael James Higley, Chadi Abdallah, Jessica A. Cardin, David van Dijk
Neural Integro-Differential Equations. AAAI 2023: 11104-11112 - [c1]Antonio Henrique de Oliveira Fonseca, Emanuele Zappala, Josue Ortega Caro, David van Dijk
Continuous Spatiotemporal Transformer. ICML 2023: 7343-7365 - [i7]Antonio Henrique de Oliveira Fonseca, Emanuele Zappala, Josue Ortega Caro
Continuous Spatiotemporal Transformers. CoRR abs/2301.13338 (2023) - [i6]Emanuele Zappala, Daniel LeVine, Sizhuang He, Syed Asad Rizvi, Sacha Levy, David van Dijk:
Operator Learning Meets Numerical Analysis: Improving Neural Networks through Iterative Methods. CoRR abs/2310.01618 (2023) - [i5]Emanuele Zappala:
Spectral methods for Neural Integral Equations. CoRR abs/2312.05654 (2023) - 2022
- [j2]Mohamed Elhamdadi, Abdenacer Makhlouf, Sergei Silvestrov, Emanuele Zappala
Derivation problem for quandle algebras. Int. J. Algebra Comput. 32(5): 985-1007 (2022) - [j1]Antonino Marciano, Deen Chen, Filippo Fabrocini
Quantum Neural Networks and Topological Quantum Field Theories. Neural Networks 153: 164-178 (2022) - [i4]Emanuele Zappala
Neural Integro-Differential Equations. CoRR abs/2206.14282 (2022) - [i3]Emanuele Zappala
Neural Integral Equations. CoRR abs/2209.15190 (2022) - [i2]Syed Asad Rizvi, Nhi Nguyen, Haoran Lyu, Ben Christensen, Josue Ortega Caro, Emanuele Zappala
AMPNet: Attention as Message Passing for Graph Neural Networks. CoRR abs/2210.09475 (2022) - [i1]Antonino Marciano, Deen Chen, Filippo Fabrocini, Chris Fields, Matteo Lulli, Emanuele Zappala
Deep Neural Networks as the Semi-classical Limit of Topological Quantum Neural Networks: The problem of generalisation. CoRR abs/2210.13741 (2022)
Coauthor Index
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