BATTILORO, CLAUDIO
BATTILORO, CLAUDIO
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE, ELETTRONICA E TELECOMUNICAZIONI
Cell Attention Networks
2023 Giusti, Lorenzo; Battiloro, Claudio; Testa, Lucia; Di Lorenzo, Paolo; Sardellitti, Stefania; Barbarossa, Sergio
Distributed tensor completion over networks
2020 Battiloro, C.; Di Lorenzo, P.
Dynamic resource optimization for adaptive federated learning at the wireless network edge
2021 Di Lorenzo, P.; Battiloro, C.; Merluzzi, M.; Barbarossa, S.
Dynamic resource optimization for adaptive federated learning empowered by reconfigurable intelligent surfaces
2022 Battiloro, Claudio; Merluzzi, Mattia; DI LORENZO, Paolo; Barbarossa, Sergio
Dynamic resource optimization for decentralized estimation in energy harvesting IoT networks
2021 Battiloro, C.; Di Lorenzo, P.; Banelli, P.; Barbarossa, S.
Dynamic resource optimization for decentralized signal estimation in energy harvesting wireless sensor networks
2019 Di Lorenzo, P.; Battiloro, C.; Banelli, P.; Barbarossa, S.
Energy-efficient classification at the wireless edge with reliability guarantees
2022 Merluzzi, Mattia; Battiloro, Claudio; DI LORENZO, Paolo; Calvanese Strinati, Emilio
From latent graph to latent topology inference: differentiable cell complex module
2024 Battiloro, C.; Spinelli, I.; Telyatnikov, L.; Bronstein, M.; Scardapane, S.; Di Lorenzo, P.
Goal-oriented communications for the IoT: system design and adaptive resource optimization
2023 Di Lorenzo, Paolo; Merluzzi, Mattia; Binucci, Francesco; Battiloro, Claudio; Banelli, Paolo; Strinati, Emilio Calvanese; Barbarossa, Sergio
Graph Convolutional Networks with Autoencoder-Based Compression and Multi-Layer Graph Learning
2022 Giusti, L; Battiloro, C; Di Lorenzo, P; Barbarossa, S
ICML 2023 topological deep learning challenge. Design and results
2023 Papillon, Mathilde; Hajij, Mustafa; Frantzen, Florian; Hoppe, Josef; Jenne, Helen; Mathe, Johan; Myers, Audun; Papamarkou, Theodore; Schaub, Michael T.; Zamzmi, Ghada; Birdal, Tolga; Dey, Tamal; Doster, Timothy; Emerson, Tegan H.; Gopalakrishnan, Gurusankar; Govil, D.; Grande, Vincent P.; Guzm'an-S'aenz, Aldo; Kvinge, Henry; Livesay, Neal; Meisner, Jan; Mukherjee, Soham; Samaga, Shreyas N.; Natesan Ramamurthy, Karthikeyan; Reddy Karri, Maneel; Rosen, Paul; Sanborn, Sophia; Scholkemper, Michael; Walters, Robin; Agerberg, Jens; Bokman, Georg; Barikbin, Sadrodin; Battiloro, Claudio; Bazhenov, Gleb; Bern('a)rdez, Guillermo; Brent, Aiden; Escalera, Sergio; Fiorellino, Simone; Gavrilev, Dmitrii; Hassanin, Mohammed; Hausner, Paul; Hoff Gardaa, Odin; Khamis, Abdelwahed; Lecha, M; Magai, German; Malygina, Tatiana; Melnyk, Pavlo; Ballester, Rub('e)n; Varma Nadimpalli, Kalyan; Nikitin, Alexander; Rabinowitz, Abraham; Salatiello, Alessandro; Scardapane, Simone; Scofano, Luca; Singh, Suraj; Sjolund, Jens; Snopov, Paul; Spinelli, Indro; Telyatnikov, Lev; Testa, Lucia; Yang, Maosheng; Yue, Yixiao; Zaghen, Olga; Zia, Ali; Miolane, Nina
ICML topological deep learning challenge 2024. Beyond the graph domain
2024 Bernárdez, Guillermo; Telyatnikov, Lev; Montagna, Marco; Baccini, Federica; Papillon, Mathilde; Ferriol-Galmés, Miquel; Hajij, Mustafa; Papamarkou, Theodore; Bucarelli, Maria Sofia; Zaghen, Olga; Mathe, Johan; Myers, Audun; Mahan, Scott; Lillemark, Hansen; Vadgama, Sharvaree; Bekkers, Erik; Doster, Tim; Emerson, Tegan; Kvinge, Henry; Agate, Katrina; K Ahmed, Nesreen; Bai, Pengfei; Banf, Michael; Battiloro, Claudio; Beketov, Maxim; Bogdan, Paul; Carrasco, Martin; Cavallo, Andrea; Young Choi, Yun; Dasoulas, George; Elphick, Matouš; Escalona, Giordan; Filipiak, Dominik; Fritze, Halley; Gebhart, Thomas; Gil-Sorribes, Manel; Goomanee, Salvish; Guallar, Victor; Imasheva, Liliya; Irimia, Andrei; Jin, Hongwei; Johnson, Graham; Kanakaris, Nikos; Koloski, Boshko; Kovač, Veljko; Lecha, Manuel; Lee, Minho; Leroy, Pierrick; Long, Theodore; Magai, German; Martinez, Alvaro; Masden, Marissa; Mežnar, Sebastian; Miquel-Oliver, Bertran; Molina, Alexis; Nikitin, Alexander; Nurisso, Marco; Piekenbrock, Matt; Qin, Yu; Rygiel, Patryk; Salatiello, Alessandro; Schattauer, Max; Snopov, Pavel; Suk, Julian; Sánchez, Valentina; Tec, Mauricio; Vaccarino, Francesco; Verhellen, Jonas; Wantiez, Frederic; Weers, Alexander; Zajec, Patrik; Škrlj, Blaž; Miolane, Nina
Lyapunov-based optimization of edge resources for energy-efficient adaptive federated learning
2023 Battiloro, Claudio; Lorenzo, Paolo Di; Merluzzi, Mattia; Barbarossa, Sergio
Parametric dictionary learning for topological signal representation
2023 Battiloro, Claudio; Di Lorenzo, Paolo; Ribeiro, Alejandro
Pooling strategies for simplicial convolutional networks
2023 Cinque, Domenico Mattia; Battiloro, Claudio; Di Lorenzo, Paolo
Tangent bundle convolutional learning: from manifolds to cellular sheaves and back
2024 Battiloro, C.; Wang, Z.; Riess, H.; Di Lorenzo, P.; Ribeiro, A.
Tangent Bundle Filters and Neural Networks: From Manifolds to Cellular Sheaves and Back
2023 Battiloro, C.; Wang, Z.; Riess, H.; Di Lorenzo, P.; Ribeiro, A.
The Relativity of Causal Knowledge
2025 D'Acunto, Gabriele; Battiloro, Claudio
Topological adaptive learning over cell complexes
2024 Marinucci, Lorenzo; Battiloro, Claudio; Di Lorenzo, Paolo
Topological signal processing over weighted simplicial complexes
2023 Battiloro, Claudio; Sardellitti, Stefania; Barbarossa, Sergio; Di Lorenzo, Paolo
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Cell Attention Networks | 2023 | Giusti, Lorenzo; Battiloro, Claudio; Testa, Lucia; Di Lorenzo, Paolo; Sardellitti, Stefania; Barbarossa, Sergio | |
| Distributed tensor completion over networks | 2020 | Battiloro, C.; Di Lorenzo, P. | |
| Dynamic resource optimization for adaptive federated learning at the wireless network edge | 2021 | Di Lorenzo, P.; Battiloro, C.; Merluzzi, M.; Barbarossa, S. | |
| Dynamic resource optimization for adaptive federated learning empowered by reconfigurable intelligent surfaces | 2022 | Battiloro, Claudio; Merluzzi, Mattia; DI LORENZO, Paolo; Barbarossa, Sergio | |
| Dynamic resource optimization for decentralized estimation in energy harvesting IoT networks | 2021 | Battiloro, C.; Di Lorenzo, P.; Banelli, P.; Barbarossa, S. | |
| Dynamic resource optimization for decentralized signal estimation in energy harvesting wireless sensor networks | 2019 | Di Lorenzo, P.; Battiloro, C.; Banelli, P.; Barbarossa, S. | |
| Energy-efficient classification at the wireless edge with reliability guarantees | 2022 | Merluzzi, Mattia; Battiloro, Claudio; DI LORENZO, Paolo; Calvanese Strinati, Emilio | |
| From latent graph to latent topology inference: differentiable cell complex module | 2024 | Battiloro, C.; Spinelli, I.; Telyatnikov, L.; Bronstein, M.; Scardapane, S.; Di Lorenzo, P. | |
| Goal-oriented communications for the IoT: system design and adaptive resource optimization | 2023 | Di Lorenzo, Paolo; Merluzzi, Mattia; Binucci, Francesco; Battiloro, Claudio; Banelli, Paolo; Strinati, Emilio Calvanese; Barbarossa, Sergio | |
| Graph Convolutional Networks with Autoencoder-Based Compression and Multi-Layer Graph Learning | 2022 | Giusti, L; Battiloro, C; Di Lorenzo, P; Barbarossa, S | |
| ICML 2023 topological deep learning challenge. Design and results | 2023 | Papillon, Mathilde; Hajij, Mustafa; Frantzen, Florian; Hoppe, Josef; Jenne, Helen; Mathe, Johan; Myers, Audun; Papamarkou, Theodore; Schaub, Michael T.; Zamzmi, Ghada; Birdal, Tolga; Dey, Tamal; Doster, Timothy; Emerson, Tegan H.; Gopalakrishnan, Gurusankar; Govil, D.; Grande, Vincent P.; Guzm'an-S'aenz, Aldo; Kvinge, Henry; Livesay, Neal; Meisner, Jan; Mukherjee, Soham; Samaga, Shreyas N.; Natesan Ramamurthy, Karthikeyan; Reddy Karri, Maneel; Rosen, Paul; Sanborn, Sophia; Scholkemper, Michael; Walters, Robin; Agerberg, Jens; Bokman, Georg; Barikbin, Sadrodin; Battiloro, Claudio; Bazhenov, Gleb; Bern('a)rdez, Guillermo; Brent, Aiden; Escalera, Sergio; Fiorellino, Simone; Gavrilev, Dmitrii; Hassanin, Mohammed; Hausner, Paul; Hoff Gardaa, Odin; Khamis, Abdelwahed; Lecha, M; Magai, German; Malygina, Tatiana; Melnyk, Pavlo; Ballester, Rub('e)n; Varma Nadimpalli, Kalyan; Nikitin, Alexander; Rabinowitz, Abraham; Salatiello, Alessandro; Scardapane, Simone; Scofano, Luca; Singh, Suraj; Sjolund, Jens; Snopov, Paul; Spinelli, Indro; Telyatnikov, Lev; Testa, Lucia; Yang, Maosheng; Yue, Yixiao; Zaghen, Olga; Zia, Ali; Miolane, Nina | |
| ICML topological deep learning challenge 2024. Beyond the graph domain | 2024 | Bernárdez, Guillermo; Telyatnikov, Lev; Montagna, Marco; Baccini, Federica; Papillon, Mathilde; Ferriol-Galmés, Miquel; Hajij, Mustafa; Papamarkou, Theodore; Bucarelli, Maria Sofia; Zaghen, Olga; Mathe, Johan; Myers, Audun; Mahan, Scott; Lillemark, Hansen; Vadgama, Sharvaree; Bekkers, Erik; Doster, Tim; Emerson, Tegan; Kvinge, Henry; Agate, Katrina; K Ahmed, Nesreen; Bai, Pengfei; Banf, Michael; Battiloro, Claudio; Beketov, Maxim; Bogdan, Paul; Carrasco, Martin; Cavallo, Andrea; Young Choi, Yun; Dasoulas, George; Elphick, Matouš; Escalona, Giordan; Filipiak, Dominik; Fritze, Halley; Gebhart, Thomas; Gil-Sorribes, Manel; Goomanee, Salvish; Guallar, Victor; Imasheva, Liliya; Irimia, Andrei; Jin, Hongwei; Johnson, Graham; Kanakaris, Nikos; Koloski, Boshko; Kovač, Veljko; Lecha, Manuel; Lee, Minho; Leroy, Pierrick; Long, Theodore; Magai, German; Martinez, Alvaro; Masden, Marissa; Mežnar, Sebastian; Miquel-Oliver, Bertran; Molina, Alexis; Nikitin, Alexander; Nurisso, Marco; Piekenbrock, Matt; Qin, Yu; Rygiel, Patryk; Salatiello, Alessandro; Schattauer, Max; Snopov, Pavel; Suk, Julian; Sánchez, Valentina; Tec, Mauricio; Vaccarino, Francesco; Verhellen, Jonas; Wantiez, Frederic; Weers, Alexander; Zajec, Patrik; Škrlj, Blaž; Miolane, Nina | |
| Lyapunov-based optimization of edge resources for energy-efficient adaptive federated learning | 2023 | Battiloro, Claudio; Lorenzo, Paolo Di; Merluzzi, Mattia; Barbarossa, Sergio | |
| Parametric dictionary learning for topological signal representation | 2023 | Battiloro, Claudio; Di Lorenzo, Paolo; Ribeiro, Alejandro | |
| Pooling strategies for simplicial convolutional networks | 2023 | Cinque, Domenico Mattia; Battiloro, Claudio; Di Lorenzo, Paolo | |
| Tangent bundle convolutional learning: from manifolds to cellular sheaves and back | 2024 | Battiloro, C.; Wang, Z.; Riess, H.; Di Lorenzo, P.; Ribeiro, A. | |
| Tangent Bundle Filters and Neural Networks: From Manifolds to Cellular Sheaves and Back | 2023 | Battiloro, C.; Wang, Z.; Riess, H.; Di Lorenzo, P.; Ribeiro, A. | |
| The Relativity of Causal Knowledge | 2025 | D'Acunto, Gabriele; Battiloro, Claudio | |
| Topological adaptive learning over cell complexes | 2024 | Marinucci, Lorenzo; Battiloro, Claudio; Di Lorenzo, Paolo | |
| Topological signal processing over weighted simplicial complexes | 2023 | Battiloro, Claudio; Sardellitti, Stefania; Barbarossa, Sergio; Di Lorenzo, Paolo |