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Publication search results
found 139 matches
- 2024
- Gholamali Aminian
, Mohammad Saeed Masiha
, Laura Toni
, Miguel R. D. Rodrigues
:
Learning Algorithm Generalization Error Bounds via Auxiliary Distributions. IEEE J. Sel. Areas Inf. Theory 5: 273-284 (2024) - Gholamali Aminian
, Yuheng Bu
, Laura Toni
, Miguel R. D. Rodrigues
, Gregory W. Wornell
:
Information-Theoretic Characterizations of Generalization Error for the Gibbs Algorithm. IEEE Trans. Inf. Theory 70(1): 632-655 (2024) - Eduardo Pignatelli, Johan Ferret, Matthieu Geist, Thomas Mesnard, Hado van Hasselt, Laura Toni:
A Survey of Temporal Credit Assignment in Deep Reinforcement Learning. Trans. Mach. Learn. Res. 2024 (2024) - Walter Brescia
, Pedro Gomes
, Laura Toni
, Saverio Mascolo
, Luca De Cicco
:
MilliNoise: a Millimeter-wave Radar Sparse Point Cloud Dataset in Indoor Scenarios. MMSys 2024: 422-428 - Andrea Tonini, Francesco Regazzoni, Matteo Salvador, Luca Dede', Roberto Scrofani, Laura Fusini, Chiara Cogliati, Gianluca Pontone, Christian Vergara, Alfio Quarteroni:
Two new calibration techniques of lumped-parameter mathematical models for the cardiovascular system. CoRR abs/2405.11915 (2024) - 2023
- Anju Jose Tom
, Laura Toni, Thomas Maugey:
Image embedding and user multi-preference modeling for data collection sampling. EURASIP J. Adv. Signal Process. 2023(1): 103 (2023) - Arnau Folch
, Claudia Abril, Michael Afanasiev, Giorgio Amati
, Michael Bader, Rosa M. Badia, Hafize B. Bayraktar, Sara Barsotti, Roberto Basili, Fabrizio Bernardi, Christian Boehm, Beatriz Brizuela, Federico Brogi, Eduardo Cabrera, Emanuele Casarotti, Manuel J. Castro
, Matteo Cerminara, Antonella Cirella, Alexey Cheptsov, Javier Conejero, Antonio Costa, Marc de la Asunción, Josep de la Puente, Marco Djuric, Ravil Dorozhinskii, Gabriela Espinosa
, Tomaso Esposti Ongaro, Joan Farnós, Nathalie Favretto-Cristini, Andreas Fichtner, Alexandre Fournier
, Alice-Agnes Gabriel, Jean-Matthieu Gallard, Steven J. Gibbons
, Sylfest Glimsdal, José Manuel González-Vida, José Gracia, Rose Gregorio, Natalia Gutiérrez, Benedikt Halldorsson, Okba Hamitou, Guillaume Houzeaux, Stephan Jaure, Mouloud Kessar, Lukas Krenz, Lion Krischer, Soline Laforet, Piero Lanucara, Bo Li
, Maria Concetta Lorenzino, Stefano Lorito, Finn Løvholt, Giovanni Macedonio, Jorge Macías Sánchez, Guillermo Marin, Beatriz Martínez Montesinos
, Leonardo Mingari, Geneviève Moguilny, Vadim Montellier, Marisol Monterrubio Velasco, Georges-Emmanuel Moulard, Masaru Nagaso, Massimo Nazaria, Christoph Niethammer, Federica Pardini, Marta Pienkowska, Luca Pizzimenti, Natalia Poiata, Leonhard Rannabauer, Otilio Rojas, Juan Esteban Rodriguez, Fabrizio Romano, Oleksandr Rudyy, Vittorio Ruggiero, Philipp Samfass, Carlos Sánchez-Linares, Sabrina Sanchez, Laura Sandri, Antonio Scala, Nathanaël Schaeffer, Joseph Schuchart, Jacopo Selva
, Amadine Sergeant, Angela Stallone
, Matteo Taroni, Solvi Thrastarson, Manuel Titos, Nadia Tonelllo, Roberto Tonini, Thomas Ulrich, Jean-Pierre Vilotte, Malte Vöge, Manuela Volpe, Sara Aniko Wirp, Uwe Wössner:
The EU Center of Excellence for Exascale in Solid Earth (ChEESE): Implementation, results, and roadmap for the second phase. Future Gener. Comput. Syst. 146: 47-61 (2023) - Silvia Rossi
, Laura Toni
, Pablo César
:
Correlation between Entropy and Prediction Error in VR Head Motion Trajectories. IXR@MM 2023: 29-36 - Silvia Rossi
, Irene Viola
, Laura Toni
, Pablo César
:
Extending 3-DoF Metrics to Model User Behaviour Similarity in 6-DoF Immersive Applications. MMSys 2023: 39-50 - Laura Toni, Pascal Frossard:
Online Network Source Optimization with Graph-Kernel MAB. ECML/PKDD (3) 2023: 242-258 - Clément Vignac, Nagham Osman, Laura Toni, Pascal Frossard:
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation. ECML/PKDD (2) 2023: 560-576 - Iason Chaimalas
, Duncan Martin Walker
, Edoardo Gruppi
, Benjamin Richard Clark
, Laura Toni
:
Bootstrapped Personalized Popularity for Cold Start Recommender Systems. RecSys 2023: 715-722 - Clément Vignac, Nagham Osman, Laura Toni, Pascal Frossard:
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation. CoRR abs/2302.09048 (2023) - Laura Toni, Pascal Frossard:
Online Network Source Optimization with Graph-Kernel MAB. CoRR abs/2307.03641 (2023) - Pedro Gomes, Silvia Rossi, Laura Toni:
AGAR: Attention Graph-RNN for Adaptative Motion Prediction of Point Clouds of Deformable Objects. CoRR abs/2307.09936 (2023) - Eduardo Pignatelli, Johan Ferret, Matthieu Geist, Thomas Mesnard, Hado van Hasselt, Laura Toni:
A Survey of Temporal Credit Assignment in Deep Reinforcement Learning. CoRR abs/2312.01072 (2023) - 2022
- Yannis Nevers, Tamsin E. M. Jones
, Dushyanth Jyothi
, Bethan Yates
, Meritxell Ferret, Laura Portell-Silva, Laia Codó, Salvatore Cosentino
, Marina Marcet-Houben
, Anna Vlasova, Laetitia Poidevin, Arnaud Kress, Mark Hickman, Emma Persson, Ivana Pilizota
, Cristina Guijarro-Clarke
, Adrian M. Altenhoff, Elspeth A. Bruford
, Christophe Dessimoz
, Ingo Ebersberger, David M. Emms, Toni Gabaldón
, Natasha M. Glover
, Yanhui Hu, Wataru Iwasaki
, Odile Lecompte
, Benjamin Linard, María J. Martín, David S. Roos
, Erik Sonhammer, Paul D. Thomas, David Thybert, Klaas Vandepoele
, Salvador Capella-Gutiérrez, Asier Gonzalez-Uriarte, Javier Garrayo-Ventas, Dmitry Repchevsky, Vicky Sundesha, Erik L. L. Sonnhammer:
The Quest for Orthologs orthology benchmark service in 2022. Nucleic Acids Res. 50(W1): 623-632 (2022) - Nikolaos Thomos
, Thomas Maugey
, Laura Toni
:
Machine Learning for Multimedia Communications. Sensors 22(3): 819 (2022) - Gholamali Aminian, Mahed Abroshan, Mohammad Mahdi Khalili, Laura Toni, Miguel R. D. Rodrigues:
An Information-theoretical Approach to Semi-supervised Learning under Covariate-shift. AISTATS 2022: 7433-7449 - Yuheng Bu, Gholamali Aminian, Laura Toni, Gregory W. Wornell, Miguel R. D. Rodrigues:
Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm. AISTATS 2022: 8673-8699 - Yuji Zhao, Max A. Laansma, Eva M. van Heese, Conor Owens-Walton, Laura M. Parkes
, Ines Debove, Christian Rummel, Roland Wiest, Fernando Cendes, Rachel Guimaraes, Clarissa Lin Yasuda, Jiun-Jie Wang, Tim J. Anderson, John C. Dalrymple-Alford
, Tracy R. Melzer, Toni L. Pitcher, Reinhold Schmidt, Petra Schwingenschuh, Gaëtan Garraux, Mario Rango, Letizia Squarcina, Sarah Al-Bachari, Hedley C. A. Emsley
, Johannes C. Klein, Clare E. Mackay, Michiel F. Dirkx, Rick C. Helmich, Francesca Assogna, Fabrizio Piras, Joanna K. Bright, Gianfranco Spalletta, Kathleen Poston, Christine Lochner, Corey T. McMillan, Daniel Weintraub, Jason Druzgal, Benjamin Newman
, Odile A. van den Heuvel, Neda Jahanshad, Paul M. Thompson
, Ysbrand D. van der Werf, Boris Gutman:
Learning Interpretable Regularized Ordinal Models from 3D Mesh Data for Neurodegenerative Disease Staging. MLCN@MICCAI 2022: 115-124 - Xavier Alameda-Pineda, Qin Jin, Vincent Oria, Laura Toni:
M4MM '22: 1st International Workshop on Methodologies for Multimedia. ACM Multimedia 2022: 7394-7396 - Pedro Gomes
, Silvia Rossi, Laura Toni:
Explaining Hierarchical Features in Dynamic Point Cloud Processing. PCS 2022: 67-71 - João Magalhães, Alberto Del Bimbo, Shin'ichi Satoh, Nicu Sebe, Xavier Alameda-Pineda, Qin Jin, Vincent Oria, Laura Toni:
MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10 - 14, 2022. ACM 2022, ISBN 978-1-4503-9203-7 [contents] - Gholamali Aminian, Mahed Abroshan, Mohammad Mahdi Khalili, Laura Toni, Miguel R. D. Rodrigues:
An Information-theoretical Approach to Semi-supervised Learning under Covariate-shift. CoRR abs/2202.12123 (2022) - Gholamali Aminian, Roberto Vega, Omar Rivasplata, Laura Toni, Miguel R. D. Rodrigues:
Semi-Counterfactual Risk Minimization Via Neural Networks. CoRR abs/2209.07148 (2022) - Pedro Gomes, Silvia Rossi, Laura Toni:
Explaining Hierarchical Features in Dynamic Point Cloud Processing. CoRR abs/2209.15557 (2022) - Gholamali Aminian, Saeed Masiha, Laura Toni, Miguel R. D. Rodrigues:
Learning Algorithm Generalization Error Bounds via Auxiliary Distributions. CoRR abs/2210.00483 (2022) - Gholamali Aminian, Yuheng Bu
, Laura Toni, Miguel R. D. Rodrigues, Gregory W. Wornell:
Information-theoretic Characterizations of Generalization Error for the Gibbs Algorithm. CoRR abs/2210.09864 (2022) - 2021
- Marilisa Cortesi
, Chiara Liverani
, Laura Mercatali
, Toni Ibrahim
, Emanuele Giordano
:
Development and validation of an in-silico tool for the study of therapeutic agents in 3D cell cultures. Comput. Biol. Medicine 130: 104211 (2021)
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