Laura Toni

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 77

Top Venues

University of Bologna, Italy (PHD)

Education History

University of Bologna, Italy

PHD

Publications

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)
Eduardo Pignatelli, Jarek Liesen, Robert Tjarko Lange, Chris Lu, Pablo Samuel Castro, Laura Toni
NAVIX: Scaling MiniGrid Environments with JAX. CoRR (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 (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) (2024)
Laura Toni, Pascal Frossard
Online Network Source Optimization with Graph-Kernel MAB. CoRR (2023)
Laura Toni, Pascal Frossard
Online Network Source Optimization with Graph-Kernel MAB. ECML/PKDD (3) (2023)
Clément Vignac, Nagham Osman, Laura Toni, Pascal Frossard
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation. ECML/PKDD (2) (2023)
Pedro Gomes, Silvia Rossi, Laura Toni
AGAR: Attention Graph-RNN for Adaptative Motion Prediction of Point Clouds of Deformable Objects. CoRR (2023)
Silvia Rossi, Irene Viola, Laura Toni, Pablo César
Extending 3-DoF Metrics to Model User Behaviour Similarity in 6-DoF Immersive Applications. MMSys (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) (2023)
Iason Chaimalas, Duncan Martin Walker, Edoardo Gruppi, Benjamin Richard Clark, Laura Toni
Bootstrapped Personalized Popularity for Cold Start Recommender Systems. RecSys (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 (2023)
Clément Vignac, Nagham Osman, Laura Toni, Pascal Frossard
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation. CoRR (2023)
Silvia Rossi, Laura Toni, Pablo César
Correlation between Entropy and Prediction Error in VR Head Motion Trajectories. IXR@MM (2023)
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)
Pedro Gomes, Silvia Rossi, Laura Toni
Explaining Hierarchical Features in Dynamic Point Cloud Processing. PCS (2022)
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)
Gholamali Aminian, Yuheng Bu, Laura Toni, Miguel R. D. Rodrigues, Gregory W. Wornell
Information-theoretic Characterizations of Generalization Error for the Gibbs Algorithm. CoRR (2022)
Pedro Gomes, Silvia Rossi, Laura Toni
Explaining Hierarchical Features in Dynamic Point Cloud Processing. CoRR (2022)
Xavier Alameda-Pineda, Qin Jin, Vincent Oria, Laura Toni
M4MM '22: 1st International Workshop on Methodologies for Multimedia. ACM Multimedia (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. CoRR (2022)
Gholamali Aminian, Roberto Vega, Omar Rivasplata, Laura Toni, Miguel R. D. Rodrigues
Semi-Counterfactual Risk Minimization Via Neural Networks. CoRR (2022)
Nikolaos Thomos, Thomas Maugey, Laura Toni
Machine Learning for Multimedia Communications. Sensors 22 (3) (2022)
Gholamali Aminian, Saeed Masiha, Laura Toni, Miguel R. D. Rodrigues
Learning Algorithm Generalization Error Bounds via Auxiliary Distributions. CoRR (2022)
Gholamali Aminian, Laura Toni, Miguel R. D. Rodrigues
Information-Theoretic Bounds on the Moments of the Generalization Error of Learning Algorithms. CoRR (2021)
Pedro Gomes, Silvia Rossi, Laura Toni
Spatio-temporal Graph-RNN for Point Cloud Prediction. CoRR (2021)
Yuheng Bu, Gholamali Aminian, Laura Toni, Miguel R. D. Rodrigues, Gregory W. Wornell
Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm. CoRR (2021)
Silvia Rossi, Irene Viola, Laura Toni, Pablo César
A New Challenge: Behavioural Analysis Of 6-DOF User When Consuming Immersive Media. ICIP (2021)
Gholamali Aminian, Yuheng Bu, Laura Toni, Miguel R. D. Rodrigues, Gregory W. Wornell
An Exact Characterization of the Generalization Error for the Gibbs Algorithm. NeurIPS (2021)
Gholamali Aminian, Yuheng Bu, Laura Toni, Miguel R. D. Rodrigues, Gregory W. Wornell
Characterizing the Generalization Error of Gibbs Algorithm with Symmetrized KL information. CoRR (2021)
Pedro Gomes, Silvia Rossi, Laura Toni
Spatio-Temporal Graph-RNN for Point Cloud Prediction. ICIP (2021)
Silvia Rossi, Irene Viola, Laura Toni, Pablo César
From 3-DoF to 6-DoF: New Metrics to Analyse Users Behaviour in Immersive Applications. CoRR (2021)
Silvia Rossi, Irene Viola, Jack Jansen, Shishir Subramanyam, Laura Toni, Pablo César
Influence of Narrative Elements on User Behaviour in Photorealistic Social VR. MMVE@MMSys (2021)
Gholamali Aminian, Laura Toni, Miguel R. D. Rodrigues
Information-Theoretic Bounds on the Moments of the Generalization Error of Learning Algorithms. ISIT (2021)
Michael Zink, Laura Toni, Ali C. Begen
Introduction to the Best Papers from the ACM Multimedia Systems (MMSys) 2019 and Co-Located Workshops. ACM Trans. Multim. Comput. Commun. Appl. 16 (Special) (2020)
Thomas Maugey, Laura Toni
Large Database Compression Based on Perceived Information. IEEE Signal Process. Lett. 27 (2020)
Xiaowen Dong, Dorina Thanou, Laura Toni, Michael M. Bronstein, Pascal Frossard
Graph signal processing for machine learning: A review and new perspectives. CoRR (2020)
Kaige Yang, Laura Toni
Differentiable Linear Bandit Algorithm. CoRR (2020)
Gholamali Aminian, Laura Toni, Miguel R. D. Rodrigues
Jensen-Shannon Information Based Characterization of the Generalization Error of Learning Algorithms. CoRR (2020)
Silvia Rossi, Cagri Ozcinar, Aljosa Smolic, Laura Toni
Do Users Behave Similarly in VR? Investigation of the User Influence on the System Design. ACM Trans. Multim. Comput. Commun. Appl. 16 (2) (2020)
Gholamali Aminian, Laura Toni, Miguel R. D. Rodrigues
Jensen-Shannon Information Based Characterization of the Generalization Error of Learning Algorithms. ITW (2020)
Xiaowen Dong, Dorina Thanou, Laura Toni, Michael M. Bronstein, Pascal Frossard
Graph Signal Processing for Machine Learning: A Review and New Perspectives. IEEE Signal Process. Mag. 37 (6) (2020)
Kaige Yang, Laura Toni, Xiaowen Dong
Laplacian-Regularized Graph Bandits: Algorithms and Theoretical Analysis. AISTATS (2020)
Silvia Rossi, Laura Toni
Understanding user navigation in immersive experience: an information-theoretic analysis. MMVE@MMSys (2020)
Silvia Rossi, Francesca De Simone, Pascal Frossard, Laura Toni
Spherical Clustering of Users Navigating 360° Content. ICASSP (2019)
Sephora Madjiheurem, Laura Toni
Representation Learning on Graphs: A Reinforcement Learning Application. CoRR (2019)
Kaige Yang, Xiaowen Dong, Laura Toni
Laplacian-regularized graph bandits: Algorithms and theoretical analysis. CoRR (2019)
Sephora Madjiheurem, Laura Toni
State2vec: Off-Policy Successor Features Approximators. CoRR (2019)
Sephora Madjiheurem, Laura Toni
Representation Learning on Graphs: A Reinforcement Learning Application. AISTATS (2019)
Xue Zhang, Laura Toni, Pascal Frossard, Yao Zhao, Chunyu Lin
Adaptive Streaming in Interactive Multiview Video Systems. IEEE Trans. Circuits Syst. Video Technol. 29 (4) (2019)
Giuseppe Cocco, Laura Toni
Streaming from a Moving Platform with Real-Time and Playback Distortion Constraints. ICC (2019)
Kaige Yang, Xiaowen Dong, Laura Toni
Error Analysis on Graph Laplacian Regularized Estimator. CoRR (2019)
Silvia Rossi, Francesca De Simone, Pascal Frossard, Laura Toni
Spherical clustering of users navigating 360° content. CoRR (2018)
Xue Zhang, Laura Toni, Pascal Frossard, Yao Zhao, Chunyu Lin
Adaptive Streaming in Interactive Multiview Video Systems. CoRR (2018)
Chenglin Li, Laura Toni, Junni Zou, Hongkai Xiong, Pascal Frossard
Delay-Power-Rate-Distortion Optimization of Video Representations for Dynamic Adaptive Streaming. IEEE Trans. Circuits Syst. Video Technol. 28 (7) (2018)
Chenglin Li, Laura Toni, Junni Zou, Hongkai Xiong, Pascal Frossard
QoE-Driven Mobile Edge Caching Placement for Adaptive Video Streaming. IEEE Trans. Multim. 20 (4) (2018)
Laura Toni, Pascal Frossard
IRSA Transmission Optimization via Online Learning. CoRR (2018)
Laura Toni, Pascal Frossard
Spectral MAB for Unknown Graph Processes. EUSIPCO (2018)
Kaige Yang, Laura Toni
Graph-Based Recommendation System. GlobalSIP (2018)
Giuseppe Cocco, Laura Toni
The Sum-Rate-Distortion Region of Correlated Gauss-Markov Sources. CoRR (2018)
Kaige Yang, Laura Toni
Graph-Based Recommendation System. CoRR (2018)
Stefano D'Aronco, Laura Toni, Sergio Mena, Xiaoqing Zhu, Pascal Frossard
Improved Utility-Based Congestion Control for Delay-Constrained Communication. IEEE/ACM Trans. Netw. 25 (1) (2017)
Stefano D'Aronco, Laura Toni, Pascal Frossard
Price-based Controller for Quality-Fair HTTP Adaptive Streaming (Extended Version). CoRR (2017)
Xue Zhang, Laura Toni, Pascal Frossard, Yao Zhao, Chunyu Lin
Optimized receiver control in interactive multiview video streaming systems. ICC (2017)
Konstantinos Dovelos, Laura Toni, Pascal Frossard
Finite length performance of random MAC strategies. ICC (2017)
Silvia Rossi, Laura Toni
Navigation-aware adaptive streaming strategies for omnidirectional video. MMSP (2017)
Stefano D'Aronco, Laura Toni, Pascal Frossard
Price-Based Controller for Utility-Aware HTTP Adaptive Streaming. IEEE Multim. 24 (2) (2017)
Meesue Shin, Sang-Hyo Kim, Laura Toni, Seok-Ho Chang
Optimization of Joint Progressive Source and Channel Coding for MIMO Systems. GLOBECOM (2017)
Laura Toni, Pascal Frossard
Optimal Representations for Adaptive Streaming in Interactive Multiview Video Systems. IEEE Trans. Multim. 19 (12) (2017)
Laura Toni, Gene Cheung, Pascal Frossard
In-Network View Synthesis for Interactive Multiview Video Systems. IEEE Trans. Multim. 18 (5) (2016)
Federico Chiariotti, Stefano D'Aronco, Laura Toni, Pascal Frossard
Online learning adaptation strategy for DASH clients. MMSys (2016)
Konstantinos Dovelos, Laura Toni, Pascal Frossard
Finite Length Performance of Random Slotted ALOHA Strategies. CoRR (2016)
Stefano D'Aronco, Laura Toni, Pascal Frossard
Price-Based Controller for Quality-Fair HTTP Adaptive Streaming. ISM (2016)
Christian Kreuzberger, Benjamin Rainer, Hermann Hellwagner, Laura Toni, Pascal Frossard
A comparative study of DASH representation sets using real user characteristics. NOSSDAV (2016)
Laura Toni, Pascal Frossard
Optimal Representations for Adaptive Streaming in Interactive Multi-View Video Systems. CoRR (2016)
Chenglin Li, Laura Toni, Pascal Frossard, Hongkai Xiong, Junni Zou
Complexity constrained representation selection for dynamic adaptive streaming. VCIP (2016)
Laura Toni, Gene Cheung, Pascal Frossard
In-network view re-sampling for interactive free viewpoint video streaming. ICIP (2015)
Stefano D'Aronco, Laura Toni, Sergio Mena, Xiaoqing Zhu, Pascal Frossard
Improved Utility-based Congestion Control for Low-Delay Communication. CoRR (2015)
Ana De Abreu, Laura Toni, Nikolaos Thomos, Thomas Maugey, Fernando Pereira, Pascal Frossard
Optimal Layered Representation for Adaptive Interactive Multiview Video Streaming. CoRR (2015)
Laura Toni, Thomas Maugey, Pascal Frossard
Optimized Packet Scheduling in Multiview Video Navigation Systems. IEEE Trans. Multim. 17 (9) (2015)
Laura Toni, Pascal Frossard
Prioritized Random MAC Optimization Via Graph-Based Analysis. IEEE Trans. Commun. 63 (12) (2015)
Laura Toni, Ramon Aparicio-Pardo, Karine Pires, Gwendal Simon, Alberto Blanc, Pascal Frossard
Optimal Selection of Adaptive Streaming Representations. ACM Trans. Multim. Comput. Commun. Appl. 11 (2s) (2015)
Dawei Wang, Laura Toni, Pamela C. Cosman, Laurence B. Milstein
Resource Allocation and Performance Analysis for Multiuser Video Transmission Over Doubly Selective Channels. IEEE Trans. Wirel. Commun. 14 (4) (2015)
Laura Toni, Gene Cheung, Pascal Frossard
In-Network View Synthesis for Interactive Multiview Video Systems. CoRR (2015)
Ana De Abreu, Laura Toni, Nikolaos Thomos, Thomas Maugey, Fernando Pereira, Pascal Frossard
Optimal layered representation for adaptive interactive multiview video streaming. J. Vis. Commun. Image Represent. 33 (2015)
Laura Toni, Pascal Frossard
Prioritized Random MAC Optimization via Graph-based Analysis. CoRR (2015)
Laura Toni, Thomas Maugey, Pascal Frossard
Optimized Packet Scheduling in Multiview Video Navigation Systems. CoRR (2014)
Laura Toni, Thomas Maugey, Pascal Frossard
Correlation-Aware Packet Scheduling in Multi-Camera Networks. IEEE Trans. Multim. 16 (2) (2014)
Laura Toni, Ramon Aparicio-Pardo, Karine Pires, Gwendal Simon, Alberto Blanc, Pascal Frossard
Optimized Adaptive Streaming Representations based on System Dynamics. CoRR (2014)
Laura Toni, Ramon Aparicio-Pardo, Gwendal Simon, Alberto Blanc, Pascal Frossard
Optimal set of video representations in adaptive streaming. MMSys (2014)
Ana De Abreu, Laura Toni, Thomas Maugey, Nikolaos Thomos, Pascal Frossard, Fernando Pereira
Multiview video representations for quality-scalable navigation. VCIP (2014)
Laura Toni, Thomas Maugey, Pascal Frossard
Packet scheduling in multicamera capture systems. VCIP (2014)
Dawei Wang, Laura Toni, Pamela C. Cosman, Laurence B. Milstein
Uplink Resource Management for Multiuser OFDM Video Transmission Systems: Analysis and Algorithm Design. IEEE Trans. Commun. 61 (5) (2013)
Quoc-Thinh Nguyen-Vuong, Nazim Agoulmine, El Hadi Cherkaoui, Laura Toni
Multicriteria Optimization of Access Selection to Improve the Quality of Experience in Heterogeneous Wireless Access Networks. IEEE Trans. Veh. Technol. 62 (4) (2013)
Yichao Shen, Wenwen Zhou, Peizhi Wu, Laura Toni, Pamela C. Cosman, Laurence B. Milstein
Device-To-Device Assisted Video Transmission. PV (2013)
Laura Toni, Nikolaos Thomos, Pascal Frossard
Interactive free viewpoint video streaming using prioritized network coding. MMSP (2013)
Laura Toni, Dawei Wang, Pamela C. Cosman, Laurence B. Milstein
Subcarrier mapping based on slice visibility for video transmission over OFDM channels. ACSCC (2012)
Laura Toni, Pamela C. Cosman, Laurence B. Milstein
Channel Coding Optimization Based on Slice Visibility for Transmission of Compressed Video over OFDM Channels. IEEE J. Sel. Areas Commun. 30 (7) (2012)
Laura Toni, Thomas Maugey, Pascal Frossard
Multi-View Video Packet Scheduling CoRR (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Laura Toni