Laura Toni

Orcid: 0000-0002-8441-8791

According to our database1, Laura Toni authored at least 92 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Information-Theoretic Characterizations of Generalization Error for the Gibbs Algorithm.
IEEE Trans. Inf. Theory, January, 2024

MilliNoise: a Millimeter-wave Radar Sparse Point Cloud Dataset in Indoor Scenarios.
Proceedings of the 15th ACM Multimedia Systems Conference, 2024

2023
Image embedding and user multi-preference modeling for data collection sampling.
EURASIP J. Adv. Signal Process., December, 2023

A Survey of Temporal Credit Assignment in Deep Reinforcement Learning.
CoRR, 2023

AGAR: Attention Graph-RNN for Adaptative Motion Prediction of Point Clouds of Deformable Objects.
CoRR, 2023

Bootstrapped Personalized Popularity for Cold Start Recommender Systems.
Proceedings of the 17th ACM Conference on Recommender Systems, 2023

MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Online Network Source Optimization with Graph-Kernel MAB.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Extending 3-DoF Metrics to Model User Behaviour Similarity in 6-DoF Immersive Applications.
Proceedings of the 14th Conference on ACM Multimedia Systems, 2023

Correlation between Entropy and Prediction Error in VR Head Motion Trajectories.
Proceedings of the 2nd International Workshop on Interactive eXtended Reality, 2023

2022
Machine Learning for Multimedia Communications.
Sensors, 2022

Learning Algorithm Generalization Error Bounds via Auxiliary Distributions.
CoRR, 2022

Semi-Counterfactual Risk Minimization Via Neural Networks.
CoRR, 2022

Explaining Hierarchical Features in Dynamic Point Cloud Processing.
Proceedings of the Picture Coding Symposium, 2022

M4MM '22: 1st International Workshop on Methodologies for Multimedia.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

An Information-theoretical Approach to Semi-supervised Learning under Covariate-shift.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
From 3-DoF to 6-DoF: New Metrics to Analyse Users Behaviour in Immersive Applications.
CoRR, 2021

Characterizing the Generalization Error of Gibbs Algorithm with Symmetrized KL information.
CoRR, 2021

An Exact Characterization of the Generalization Error for the Gibbs Algorithm.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Influence of Narrative Elements on User Behaviour in Photorealistic Social VR.
Proceedings of the MMVE '21: Proceedings of the International Workshop on Immersive Mixed and Virtual Environment Systems, Istanbul, Turkey, 28 September, 2021, 2021

Information-Theoretic Bounds on the Moments of the Generalization Error of Learning Algorithms.
Proceedings of the IEEE International Symposium on Information Theory, 2021

A New Challenge: Behavioural Analysis Of 6-DOF User When Consuming Immersive Media.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Spatio-Temporal Graph-RNN for Point Cloud Prediction.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020
Introduction to the Best Papers from the ACM Multimedia Systems (MMSys) 2019 and Co-Located Workshops.
ACM Trans. Multim. Comput. Commun. Appl., 2020

Do Users Behave Similarly in VR? Investigation of the User Influence on the System Design.
ACM Trans. Multim. Comput. Commun. Appl., 2020

Graph Signal Processing for Machine Learning: A Review and New Perspectives.
IEEE Signal Process. Mag., 2020

Large Database Compression Based on Perceived Information.
IEEE Signal Process. Lett., 2020

Differentiable Linear Bandit Algorithm.
CoRR, 2020

Understanding user navigation in immersive experience: an information-theoretic analysis.
Proceedings of the 12th ACM International Workshop on Immersive Mixed and Virtual Environment Systems, 2020

Jensen-Shannon Information Based Characterization of the Generalization Error of Learning Algorithms.
Proceedings of the IEEE Information Theory Workshop, 2020

Laplacian-Regularized Graph Bandits: Algorithms and Theoretical Analysis.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
Adaptive Streaming in Interactive Multiview Video Systems.
IEEE Trans. Circuits Syst. Video Technol., 2019

State2vec: Off-Policy Successor Features Approximators.
CoRR, 2019

Error Analysis on Graph Laplacian Regularized Estimator.
CoRR, 2019

Streaming from a Moving Platform with Real-Time and Playback Distortion Constraints.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Spherical Clustering of Users Navigating 360° Content.
Proceedings of the IEEE International Conference on Acoustics, 2019

Representation Learning on Graphs: A Reinforcement Learning Application.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018
QoE-Driven Mobile Edge Caching Placement for Adaptive Video Streaming.
IEEE Trans. Multim., 2018

Delay-Power-Rate-Distortion Optimization of Video Representations for Dynamic Adaptive Streaming.
IEEE Trans. Circuits Syst. Video Technol., 2018

The Sum-Rate-Distortion Region of Correlated Gauss-Markov Sources.
CoRR, 2018

IRSA Transmission Optimization via Online Learning.
CoRR, 2018

Graph-Based Recommendation System.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Spectral MAB for Unknown Graph Processes.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Improved Utility-Based Congestion Control for Delay-Constrained Communication.
IEEE/ACM Trans. Netw., 2017

Optimal Representations for Adaptive Streaming in Interactive Multiview Video Systems.
IEEE Trans. Multim., 2017

Price-Based Controller for Utility-Aware HTTP Adaptive Streaming.
IEEE Multim., 2017

Price-based Controller for Quality-Fair HTTP Adaptive Streaming (Extended Version).
CoRR, 2017

Navigation-aware adaptive streaming strategies for omnidirectional video.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Optimized receiver control in interactive multiview video streaming systems.
Proceedings of the IEEE International Conference on Communications, 2017

Finite length performance of random MAC strategies.
Proceedings of the IEEE International Conference on Communications, 2017

Optimization of Joint Progressive Source and Channel Coding for MIMO Systems.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
In-Network View Synthesis for Interactive Multiview Video Systems.
IEEE Trans. Multim., 2016

Optimal Representations for Adaptive Streaming in Interactive Multi-View Video Systems.
CoRR, 2016

Finite Length Performance of Random Slotted ALOHA Strategies.
CoRR, 2016

Complexity constrained representation selection for dynamic adaptive streaming.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

A comparative study of DASH representation sets using real user characteristics.
Proceedings of the 26th International Workshop on Network and Operating Systems Support for Digital Audio and Video, 2016

Online learning adaptation strategy for DASH clients.
Proceedings of the 7th International Conference on Multimedia Systems, 2016

Price-Based Controller for Quality-Fair HTTP Adaptive Streaming.
Proceedings of the IEEE International Symposium on Multimedia, 2016

2015
Resource Allocation and Performance Analysis for Multiuser Video Transmission Over Doubly Selective Channels.
IEEE Trans. Wirel. Commun., 2015

Optimal Selection of Adaptive Streaming Representations.
ACM Trans. Multim. Comput. Commun. Appl., 2015

Optimized Packet Scheduling in Multiview Video Navigation Systems.
IEEE Trans. Multim., 2015

Prioritized Random MAC Optimization Via Graph-Based Analysis.
IEEE Trans. Commun., 2015

Optimal layered representation for adaptive interactive multiview video streaming.
J. Vis. Commun. Image Represent., 2015

Improved Utility-based Congestion Control for Low-Delay Communication.
CoRR, 2015

In-network view re-sampling for interactive free viewpoint video streaming.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
Correlation-Aware Packet Scheduling in Multi-Camera Networks.
IEEE Trans. Multim., 2014

Optimized Adaptive Streaming Representations based on System Dynamics.
CoRR, 2014

Packet scheduling in multicamera capture systems.
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Multiview video representations for quality-scalable navigation.
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Optimal set of video representations in adaptive streaming.
Proceedings of the Multimedia Systems Conference 2014, 2014

2013
Multicriteria Optimization of Access Selection to Improve the Quality of Experience in Heterogeneous Wireless Access Networks.
IEEE Trans. Veh. Technol., 2013

Uplink Resource Management for Multiuser OFDM Video Transmission Systems: Analysis and Algorithm Design.
IEEE Trans. Commun., 2013

Device-To-Device Assisted Video Transmission.
Proceedings of the 20th International Packet Video Workshop, 2013

Interactive free viewpoint video streaming using prioritized network coding.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

2012
Channel Coding Optimization Based on Slice Visibility for Transmission of Compressed Video over OFDM Channels.
IEEE J. Sel. Areas Commun., 2012

Multi-View Video Packet Scheduling
CoRR, 2012

Correlation-aware packet scheduling for multi-camera streaming.
Proceedings of the 19th International Packet Video Workshop, 2012

Subcarrier mapping based on slice visibility for video transmission over OFDM channels.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011
Does Fast Adaptive Modulation Always Outperform Slow Adaptive Modulation?
IEEE Trans. Wirel. Commun., 2011

A study on the SPIHT image coding technique for underwater acoustic communications.
Proceedings of the Sixth ACM International Workshop on Underwater Networks, 2011

Threshold Evaluation in Link Adaptation Schemes for Progressive Images Transmission.
Proceedings of the 74th IEEE Vehicular Technology Conference, 2011

Joint source channel coding optimization for heterogeneous access networks in multiuser scenario.
Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011

Taking advantage of the diversity in wireless access networks: On the simulation of a user centric approach.
Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011

Unequal error protection based on slice visibility for transmission of compressed video over OFDM channels.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

On the Performances of a Target Detection Algorithm in Underwater Sensor Networks with Aqua-Sim.
Proceedings of the IEEE/IFIP 9th International Conference on Embedded and Ubiquitous Computing, 2011

2010
Rate-Distortion Curve Evaluation for Cross-Layer Optimization in Progressive Video Transmission.
J. Next Gener. Inf. Technol., 2010

Communication in a Behavior-based Approach to Target Detection and Tracking with Autonomous Underwater Vehicles.
Proceedings of the IEEE/IFIP 8th International Conference on Embedded and Ubiquitous Computing, 2010

2009
Adaptive wireless multimedia communication systems ; Sistemi di comunicazione multimediali wireless.
PhD thesis, 2009

Channel Coding for Progressive Images in a 2-D Time-Frequency OFDM Block With Channel Estimation Errors.
IEEE Trans. Image Process., 2009

Rate-Distortion Curve Evaluation for Cross-Layer Optimization in Multimedia Transmission.
Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009

Effective spectral efficiency for adaptive QAM with diversity and pilot assisted channel estimation.
Proceedings of the 2009 6th International Symposium on Wireless Communication Systems, 2009


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