- Mike Wu, Will McTighe, Kaili Wang, István András Seres, Nick Bax, Manuel Puebla, Mariano Mendez, Federico Carrone, Tomás De Mattey, Herman O. Demaestri, Mariano Nicolini, Pedro Fontana:
Tutela: An Open-Source Tool for Assessing User-Privacy on Ethereum and Tornado Cash. CoRR abs/2201.06811 (2022) - Seongin Na, Tomás Krajník, Barry Lennox, Farshad Arvin:
Federated Reinforcement Learning for Collective Navigation of Robotic Swarms. CoRR abs/2202.01141 (2022) - Matteo Pagin, Marco Giordani, Amir Ashtari Gargari, Alberto Rech, Federico Moretto, Stefano Tomasin, Jonathan Gambini, Michele Zorzi:
End-to-End Simulation of 5G Networks Assisted by IRS and AF Relays. CoRR abs/2203.01209 (2022) - Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Enrique Tomás Martínez Beltrán, Daniel Demeter, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario. CoRR abs/2210.11061 (2022) - Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Decentralized Federated Learning: Fundamentals, State-of-the-art, Frameworks, Trends, and Challenges. CoRR abs/2211.08413 (2022) - Renzo Angles, Angela Bonifati, Stefania Dumbrava, George Fletcher, Alastair Green, Jan Hidders, Bei Li, Leonid Libkin, Victor Marsault, Wim Martens, Filip Murlak, Stefan Plantikow, Ognjen Savkovic, Michael Schmidt, Juan Sequeda, Slawek Staworko, Dominik Tomaszuk, Hannes Voigt, Domagoj Vrgoc, Mingxi Wu, Dusan Zivkovic:
PG-Schema: Schemas for Property Graphs. CoRR abs/2211.10962 (2022) - Tomasz Piotrowski, Matthias Frey, Renato L. G. Cavalcante, Rafail Ismayilov:
Inverse Solvability and Security with Applications to Federated Learning. CoRR abs/2211.14115 (2022) - 2021
- Federica Tarsitano, Uwe Schmitt, Alexandre Refregier, Janis Fluri, Raphaël Sgier, Andrina Nicola, Jörg Herbel, Adam Amara, Tomasz Kacprzak, Lavinia Heisenberg:
Predicting cosmological observables with PyCosmo. Astron. Comput. 36: 100484 (2021) - Giulia Simoni, Chanchala Kaddi, Mengdi Tao, Federico Reali, Danilo Tomasoni, Corrado Priami, Karim Azer, Susana Neves-Zaph, Luca Marchetti:
A robust computational pipeline for model-based and data-driven phenotype clustering. Bioinform. 37(9): 1269-1277 (2021) - Tomás Feder, Pavol Hell, Carlos S. Subi:
Distance-two colourings of Barnette graphs. Eur. J. Comb. 91: 103210 (2021) - Raúl Parada, Hossein Soleimani, Federico Moretto, Stefano Tomasin, Michele Zorzi:
Statistical approaches for initial access in mmWave 5G systems. Trans. Emerg. Telecommun. Technol. 32(1) (2021) - Alessandro Di Girolamo, Federica Legger, Panos Paparrigopoulos, Jaroslava Schovancová, Thomas Beermann, Michael Boehler, Daniele Bonacorsi, Luca Clissa, Leticia Decker de Sousa, Tommaso Diotalevi, Luca Giommi, Maria Grigorieva, Domenico Giordano, David Hohn, Tomas Javurek, Stephane Jezequel, Valentin Kuznetsov, Mario Lassnig, Vasilis Mageirakos, Micol Olocco, Siarhei Padolski, Matteo Paltenghi, Lorenzo Rinaldi, Mayank Sharma, Simone Rossi Tisbeni, Nikodemas Tuckus:
Preparing Distributed Computing Operations for the HL-LHC Era With Operational Intelligence. Frontiers Big Data 4: 753409 (2021) - Behrooz Bagheri Gh., Tomás Feder, Herbert Fleischner, Carlos S. Subi:
Hamiltonian cycles in planar cubic graphs with facial 2-factors, and a new partial solution of Barnette's Conjecture. J. Graph Theory 96(2): 269-288 (2021) - Federico Cuppi, Valeria Vignali, Claudio Lantieri, Luca Rapagnà, Nicola Dimola, Tomaso Galasso:
High density European Rail Traffic Management System (HD-ERTMS) for urban railway nodes: The case study of Rome. J. Rail Transp. Plan. Manag. 17: 100232 (2021) - Federico Magliani, Tomaso Fontanini, Andrea Prati:
Bag of indexes: a multi-index scheme for efficient approximate nearest neighbor search. Multim. Tools Appl. 80(15): 23135-23156 (2021) - Eoin Brophy, Maarten De Vos, Geraldine B. Boylan, Tomás Ward:
Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach. Sensors 21(18): 6311 (2021) - Federica Arrigoni, Andrea Fusiello, Elisa Ricci, Tomás Pajdla:
Viewing Graph Solvability via Cycle Consistency. ICCV 2021: 5520-5529 - Tomasz Kolodziej, Pawel Rosciszewski:
Towards Scalable Simulation of Federated Learning. ICONIP (5) 2021: 248-256 - Antonia Saravanou, Federico Tomasi, Rishabh Mehrotra, Mounia Lalmas:
Multi-Task Learning of Graph-based Inductive Representations of Music Content. ISMIR 2021: 602-609 - Péter Kiss, Tomás Horváth:
Migrating Models: A Decentralized View on Federated Learning. PKDD/ECML Workshops (1) 2021: 177-191 - Renzo Angles, Angela Bonifati, Stefania Dumbrava, George Fletcher, Keith W. Hare, Jan Hidders, Victor E. Lee, Bei Li, Leonid Libkin, Wim Martens, Filip Murlak, Josh Perryman, Ognjen Savkovic, Michael Schmidt, Juan F. Sequeda, Slawek Staworko, Dominik Tomaszuk:
PG-Keys: Keys for Property Graphs. SIGMOD Conference 2021: 2423-2436 - Federico Moretto, Alessandro Brighente, Stefano Tomasin:
Adaptive Coordinated Random Access For MTC With Correlated Traffic and Data Freshness. SPAWC 2021: 206-210 - Alberto Rech, Federico Moretto, Stefano Tomasin:
Maximum-Rate Optimization of Hybrid Intelligent Reflective Surface and Relay Systems. SPAWC 2021: 516-520 - Federico Moretto, Alessandro Brighente, Stefano Tomasin:
Greedy Maximum- Throughput Grant-Free Random Access For Correlated IoT Traffic. VTC Fall 2021: 1-5 - Eoin Brophy, Maarten De Vos, Geraldine B. Boylan, Tomás Ward:
Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach. CoRR abs/2102.12245 (2021) - Erik Bodin, Federico Tomasi, Zhenwen Dai:
Making Differentiable Architecture Search less local. CoRR abs/2104.10450 (2021) - John Weldon, Tomás Ward, Eoin Brophy:
Generation of Synthetic Electronic Health Records Using a Federated GAN. CoRR abs/2109.02543 (2021) - Alberto Rech, Federico Moretto, Stefano Tomasin:
Maximum-Rate Optimization of Hybrid Intelligent Reflective Surface and Relay Systems. CoRR abs/2109.08378 (2021) - Natalia A. Tomashenko, Salima Mdhaffar, Marc Tommasi, Yannick Estève, Jean-François Bonastre:
Privacy attacks for automatic speech recognition acoustic models in a federated learning framework. CoRR abs/2111.03777 (2021) - 2020
- Tomás Feder, Pavol Hell:
Complexity of correspondence H-colourings. Discret. Appl. Math. 281: 235-245 (2020)