Browse by UCL people
Group by: Type | Date
Number of items: 67.
Article
Aminian, Gholamali;
Bu, Yuheng;
Toni, Laura;
Rodrigues, Miguel RD;
Wornell, Gregory W;
(2023)
Information-Theoretic Characterizations of Generalization Error for the Gibbs Algorithm.
IEEE Transactions on Information Theory
10.1109/tit.2023.3329617.
(In press).
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Aminian, Gholamali;
Masiha, Saeed;
Toni, Laura;
Rodrigues, Miguel RD;
(2024)
Learning Algorithm Generalization Error Bounds via Auxiliary Distributions.
IEEE Journal on Selected Areas in Information Theory
10.1109/jsait.2024.3391900.
(In press).
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D'Aronco, S;
Toni, L;
Frossard, P;
(2017)
Price-Based Controller for Utility-Aware HTTP Adaptive Streaming.
IEEE MultiMedia
, 24
(2)
pp. 20-29.
10.1109/MMUL.2017.41.
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D'Aronco, S;
Toni, L;
Mena, S;
Zhu, X;
Frossard, P;
(2016)
Improved Utility-Based Congestion Control for Delay-Constrained Communication.
IEEE/ACM Transactions on Networking
, 25
(1)
pp. 349-362.
10.1109/TNET.2016.2587579.
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De Abreu, A;
Toni, L;
Thomos, N;
Maugey, T;
Pereira, F;
Frossard, P;
(2015)
Optimal layered representation for adaptive interactive multiview video streaming.
Journal of Visual Communication and Image Representation
, 33
pp. 255-264.
10.1016/j.jvcir.2015.09.010.
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Dong, X;
Thanou, D;
Toni, L;
Bronstein, M;
Frossard, P;
(2020)
Graph signal processing for machine learning: A review and new perspectives.
IEEE: Signal Processing Magazine
(In press).
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Dovelos, K;
Toni, L;
Frossard, P;
(2017)
Finite Length Performance of Random Slotted ALOHA Strategies.
arXiv
, Article arXiv:1607.02385 [cs.IT].
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Gomes, Pedro de Medeiros;
Rossi, Silvia;
Toni, Laura;
(2024)
AGAR - Attention Graph-RNN for Adaptative Motion Prediction of Point Clouds of Deformable Objects.
ACM Transactions on Multimedia Computing, Communications, and Applications
10.1145/3662183.
(In press).
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Kan, N;
Li, C;
Jiang, Y;
Dai, W;
Zou, J;
Xiong, H;
Toni, L;
(2025)
MERINA+: Improving Generalization for Neural Video Adaptation via Information-Theoretic Meta-Reinforcement Learning.
IEEE Transactions on Circuits and Systems for Video Technology
pp. 1-17.
10.1109/TCSVT.2025.3596636.
(In press).
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Li, C;
Toni, L;
Zou, J;
Xiong, H;
Frossard, P;
(2018)
Delay-Power-Rate-Distortion Optimization of Video Representations for Dynamic Adaptive Streaming.
IEEE Transactions on Circuits and Systems for Video Technology
, 28
(7)
pp. 1648-1664.
10.1109/TCSVT.2017.2681024.
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Li, C;
Toni, L;
Zou, J;
Xiong, H;
Frossard, P;
(2017)
QoE-Driven Mobile Edge Caching Placement for Adaptive Video Streaming.
IEEE Transactions on Multimedia
, PP
(99)
p. 1.
10.1109/TMM.2017.2757761.
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Maugey, T;
Toni, L;
(2020)
Large Database Compression Based on Perceived Information.
IEEE Signal Processing Letters
10.1109/lsp.2020.3025478.
(In press).
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Rossi, S;
Ozcinar, C;
Smolic, A;
Toni, L;
(2020)
Do Users Behave Similarly in VR? Investigation of the User Influence on the System Design.
ACM Transactions on Multimedia Computing Communications and Applications
, 16
(2)
, Article 46. 10.1145/3381846.
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Sorbi, L;
de Capua, GP;
Fontaine, JG;
Toni, L;
(2012)
A behavior-based mission planner for cooperative autonomous underwater vehicles.
Marine Technology Society Journal
, 46
(2)
pp. 32-44.
10.4031/MTSJ.46.2.5.
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Thomos, N;
Maugey, T;
Toni, L;
(2022)
Machine Learning for Multimedia Communications.
Sensors
, 22
(3)
, Article 819. 10.3390/s22030819.
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Tom, AJ;
Toni, L;
Maugey, T;
(2023)
Image embedding and user multi-preference modeling for data collection sampling.
Eurasip Journal on Advances in Signal Processing
, 2023
, Article 103. 10.1186/s13634-023-01069-0.
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Toni, L;
Aparicio-Pardo, R;
Pires, K;
Simon, G;
Blanc, A;
Frossard, P;
(2015)
Optimal selection of adaptive streaming representations.
ACM Transactions on Multimedia Computing, Communications and Applications
, 11
(2)
, Article 43. 10.1145/2700294.
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Toni, L;
Aparicio-Pardo, R;
Pires, K;
Simon, G;
Blanc, A;
Frossard, P;
(2015)
Optimized Adaptive Streaming Representations based on System Dynamics.
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)
, 11
(2s)
, Article 43. 10.1145/2700294.
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Toni, L;
Chan, YS;
Cosman, PC;
Milstein, LB;
(2009)
Channel coding for progressive images in a 2-D time-frequency OFDM block with channel estimation errors.
IEEE Trans Image Process
, 18
(11)
pp. 2476-2490.
10.1109/TIP.2009.2026676.
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Toni, L;
Cheung, G;
Frossard, P;
(2016)
In-Network View Synthesis for Interactive Multiview Video Systems.
IEEE Transactions on Multimedia
, 18
(5)
pp. 852-864.
10.1109/TMM.2016.2537207.
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Toni, L;
Cheung, G;
Frossard, P;
(2016)
In-Network View Synthesis for Interactive Multiview Video Systems.
IEEE Transactions on Multimedia
, 18
(5)
pp. 852-864.
10.1109/TMM.2016.2537207.
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Toni, L;
Conti, A;
(2011)
Does fast adaptive modulation always outperform slow adaptive modulation?
IEEE Transactions on Wireless Communications
, 10
(5)
pp. 1504-1513.
10.1109/TWC.2011.020111.100643.
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Toni, L;
Cosman, PC;
Milstein, LB;
(2012)
Channel coding optimization based on slice visibility for transmission of compressed video over OFDM channels.
IEEE Journal on Selected Areas in Communications
, 30
(7)
pp. 1172-1183.
10.1109/JSAC.2012.120803.
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Toni, L;
Frossard, P;
(2017)
Optimal Representations for Adaptive Streaming in Interactive Multi-View Video Systems.
IEEE Transactions on Multimedia
, 19
(12)
pp. 2775-2787.
10.1109/TMM.2017.2713644.
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Toni, L;
Frossard, P;
(2015)
Prioritized Random MAC Optimization Via Graph-Based Analysis.
IEEE Transactions on Communications
, 63
(12)
pp. 5002-5013.
10.1109/TCOMM.2015.2494044.
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Toni, L;
Maugey, T;
Frossard, P;
(2015)
Optimized packet scheduling in multiview video navigation systems.
IEEE Transactions on Multimedia
, 17
(9)
pp. 1604-1616.
10.1109/TMM.2015.2450020.
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Toni, L;
Maugey, T;
Frossard, P;
(2014)
Correlation-aware packet scheduling in multi-camera networks.
IEEE Transactions on Multimedia
, 16
(2)
pp. 496-509.
10.1109/TMM.2013.2291531.
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Wang, D;
Toni, L;
Cosman, PC;
Milstein, LB;
(2015)
Resource Allocation and Performance Analysis for Multiuser Video Transmission Over Doubly Selective Channels.
IEEE Transactions on Wireless Communications
, 14
(4)
pp. 1954-1966.
10.1109/TWC.2014.2377172.
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Wang, D;
Toni, L;
Cosman, PC;
Milstein, LB;
(2013)
Uplink resource management for multiuser OFDM video transmission systems: Analysis and algorithm design.
IEEE Transactions on Communications
, 61
(5)
pp. 2060-2073.
10.1109/TCOMM.2013.032013.120053.
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Zhang, X;
Toni, L;
Frossard, P;
Zhao, Y;
Lin, C;
(2019)
Adaptive Streaming in Interactive Multiview Video Systems.
IEEE Transactions on Circuits and Systems for Video Technology
, 29
(4)
pp. 1130-1144.
10.1109/TCSVT.2018.2819804.
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Proceedings paper
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Aminian, G;
Toni, L;
Rodrigues, M;
(2021)
Jensen-Shannon Information Based Characterization of the Generalization Error of Learning Algorithms.
In:
Proceedings of the 2020 IEEE Information Theory Workshop (ITW).
IEEE: Riva del Garda, Italy.
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Aminian, G;
Toni, L;
Rodrigues, MRD;
(2021)
Information-Theoretic Bounds on the Moments of the Generalization Error of Learning Algorithms.
In:
Proceedings of the IEEE International Symposium on Information Theory (ISIT) 2021.
(pp. pp. 682-687).
Institute of Electrical and Electronics Engineers (IEEE)
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Aminian, Gholamali;
Abroshan, Mahed;
Khalili, Mohammad Mahdi;
Toni, Laura;
Rodrigues, Miguel RD;
(2022)
An Information-theoretical Approach to Semi-supervised Learning under Covariate-shift.
In: Camps-Valls, G and Ruiz, FJR and Valera, I, (eds.)
International Conference on Artificial Intelligence and Statistics.
Journal Machine Learning Research (JMLR)
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Aminian, Gholamali;
Vega, Roberto;
Rivasplata, Omar;
Toni, Laura;
Rodrigues, Miguel;
(2022)
Semi-Counterfactual Risk Minimization Via Neural Networks.
In:
Proceedings of the 15th European Workshop on Reinforcement Learning (EWRL 2022).
(pp. pp. 1-20).
European Workshop on Reinforcement Learning
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Aronco, SD;
Frossard, P;
Toni, L;
(2017)
Price-based Controller for Quality-Fair HTTP Adaptive Streaming.
In:
Proceedings of the 2016 IEEE International Symposium on Multimedia (ISM).
(pp. pp. 113-118).
IEEE
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Brescia, Walter;
Gomes, Pedro;
Toni, Laura;
Mascolo, Saverio;
De Cicco, Luca;
(2024)
MilliNoise: a Millimeter-wave Radar Sparse Point Cloud Dataset
in Indoor Scenarios.
In:
MMSys '24: Proceedings of the 15th ACM Multimedia Systems Conference.
(pp. pp. 422-428).
Association for Computing Machinery (ACM): Bari, Italy.
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Bu, Yuheng;
Aminian, Gholamali;
Toni, Laura;
Wornell, Gregory W;
Rodrigues, Miguel RD;
(2022)
Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm.
In: Camps-Valls, G and Ruiz, FJR and Valera, I, (eds.)
International Conference on Artificial Intelligence and Statistics.
Journal Machine Learning Research (JMLR)
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Chaimalas, Iason;
Walker, Duncan Martin;
Gruppi, Edoardo;
Clark, Benjamin Richard;
Toni, Laura;
(2023)
Bootstrapped Personalized Popularity for Cold Start Recommender Systems.
In: Zhang, Jie and Chen, Li and Berkovsky, Shlomo, (eds.)
Proceedings of the 17th ACM Conference on Recommender Systems.
(pp. pp. 715-722).
Association for Computing Machinery (ACM): New York, NY, USA.
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Cherkaoui, EH;
Azad, S;
Casari, P;
Toni, L;
Agoulmine, N;
Zorzi, M;
(2012)
Packet Error Recovery via Multipath Routing and Reed-Solomon Codes in Underwater Networks.
In:
Oceans, 2012.
IEEE: Hampton Roads, VA, USA.
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Chiariotti, F;
D'Aronco, S;
Toni, L;
Frossard, P;
(2016)
Online learning adaptation strategy for DASH clients.
In:
Proceedings of the 7th International Conference on Multimedia Systems.
ACM (Association for Computing Machinery): New York, NY, USA.
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Cocco, G;
Toni, L;
(2019)
Streaming From a Moving Platform with Real-Time and Playback Distortion Constraints.
In:
Proceedings of the ICC 2019 - IEEE International Conference on Communications (ICC).
IEEE
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De Abreu, A;
Toni, L;
Maugey, T;
Thomos, N;
Frossard, P;
Pereira, F;
(2015)
Multiview video representations for quality-scalable navigation.
In:
2014 IEEE Visual Communications and Image Processing Conference: Proceedings.
(pp. pp. 295-298).
IEEE
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Dovelos, K;
Toni, L;
Frossard, P;
(2017)
Finite length performance of random MAC strategies.
In:
Proceedings of the 2017 IEEE International Conference on Communications (ICC).
IEEE: Paris, France.
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Gomes, P;
Rossi, S;
Toni, L;
(2021)
Spatio-temporal Graph-RNN for Point Cloud Prediction.
In:
2021 IEEE International Conference on Image Processing (ICIP).
IEEE: Anchorage, AK, USA.
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Kreuzberger, C;
Rainer, B;
Hellwagner, H;
Toni, L;
Frossard, P;
(2016)
A comparative study of DASH representation sets using real user characteristics.
In:
Proceedings of the 26th International Workshop on Network and Operating Systems Support for Digital Audio and Video.
(pp. pp. 19-24).
ACM (Association for Computing Machinery): New York, NY, USA.
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Li, CL;
Toni, L;
Frossard, PF;
Xiong, HX;
Zou, J;
(2017)
Complexity Constrained Representation Selection for Dynamic Adaptive Streaming.
In:
Visual Communications and Image Processing (VCIP), 2016.
IEEE: Chengdu, China.
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Madjiheurem, S;
Toni, L;
(2019)
Representation Learning on Graphs: A Reinforcement Learning Application.
In: Chaudhuri, K and Sugiyama, M, (eds.)
The 22nd International Conference on Artificial Intelligence and Statistics, 16-18 April 2019.
Proceedings of Machine Learning Research (PMLR): Naha, Okinawa, Japan.
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Meesue, S;
Toni, L;
Sang-Hyo, K;
Seok-Ho, C;
(2018)
Optimization of Joint Progressive Source and Channel Coding for MIMO Systems.
In:
Proceedings of GLOBECOM 2017 - 2017 IEEE Global Communications Conference.
IEEE: Singapore.
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Örn Garðarsson, G;
Boem, F;
Toni, L;
(2022)
Graph-Based Learning for Leak Detection and Localisation in Water Distribution Networks∗.
In:
IFAC-PapersOnLine.
(pp. pp. 661-666).
Elssevier
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Rossi, Silvia;
Viola, Irene;
Toni, Laura;
Cesar, Pablo;
(2023)
Extending 3-DoF Metrics to Model User Behaviour Similarity in 6-DoF Immersive Applications.
In:
Proceedings of the 14th Conference on ACM Multimedia Systems.
(pp. pp. 39-50).
ACM (Association for Computing Machinery)
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Rossi, S;
De Simone, F;
Frossard, P;
Toni, L;
(2019)
Spherical Clustering of Users Navigating 360° Content.
In:
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
IEEE: Brighton, UK.
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Rossi, S;
Toni, L;
(2020)
Understanding User Navigation in Immersive Experience: an Information-Theoretic analysis.
In:
MMVE '20: Proceedings of the 12th ACM International Workshop on Immersive Mixed and Virtual Environment Systems.
(pp. pp. 19-24).
ACM
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Rossi, S;
Toni, L;
(2017)
Navigation-Aware Adaptive Streaming Strategies for Omnidirectional Video.
In:
2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP).
IEEE
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Rossi, S;
Viola, I;
Jansen, J;
Subramanyam, S;
Toni, L;
Pablo, C;
(2021)
Influence of Narrative Elements on User Behaviour in Photorealistic Social VR.
In:
Proceedings of the International Workshop on Immersive Mixed and Virtual Environment Systems.
Association for Computing Machinery (ACM): New York, NY, USA.
(In press).
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Shen, Y;
Zhou, W;
Wu, P;
Toni, L;
Cosman, PC;
Milstein, LB;
(2013)
Device-to-device assisted video transmission.
In:
20th International Packet Video Workshop 2013.
IEEE
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Toni, L;
Frossard, P;
(2023)
Online Network Source Optimization with Graph-Kernel MAB.
In:
Joint European Conference on Machine Learning and Knowledge Discovery in Databases ECML PKDD 2023: Machine Learning and Knowledge Discovery in Databases: Research Track.
(pp. pp. 242-258).
Springer: Cham, Switzerland.
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Toni, L;
Aparicio-Pardo, R;
Simon, G;
Blanc, A;
Frossard, P;
(2014)
Optimal set of video representations in adaptive streaming.
In: Zimmermann, R, (ed.)
MMSys '14: Proceedings of the 5th ACM Multimedia Systems Conference.
(pp. pp. 271-282).
ACM: New York, USA.
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Toni, L;
Cheung, G;
Frossard, P;
(2015)
In-network view re-sampling for interactive free viewpoint video streaming.
In:
Proceedings of the 2015 IEEE International Conference on Image Processing (ICIP).
(pp. pp. 4486-4490).
IEEE
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Toni, L;
Frossard, P;
(2018)
Spectral MAB for Unknown Graph Processes.
In:
Proceedings of the 26th European Signal Processing Conference (EUSIPCO 2018).
(pp. pp. 116-120).
IEEE
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Toni, L;
Maugey, T;
Frossard, P;
(2015)
Packet scheduling in multicamera capture systems.
In:
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference.
(pp. pp. 338-341).
IEEE
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Toni, L;
Maugey, T;
Frossard, P;
(2012)
Correlation-aware packet scheduling for multi-camera streaming.
In:
Proceedings of the Packet Video Workshop (PV), 2012 19th International.
(pp. pp. 77-82).
IEEE
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Toni, L;
Thomos, N;
Frossard, P;
(2013)
Interactive free viewpoint video streaming using prioritized network coding.
In: Giusto, D and Magli, E and Tagliasacchi, M, (eds.)
2013 IEEE 15th International Workshop on Multimedia Signal Processing (MMSP).
(pp. pp. 446-451).
IEEE
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Vignac, C;
Osman, N;
Toni, L;
Frossard, P;
(2023)
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation.
In:
Joint European Conference on Machine Learning and Knowledge Discovery in Databases ECML PKDD 2023: Machine Learning and Knowledge Discovery in Databases: Research Track.
(pp. pp. 560-576).
Springer: Cham, Switzerland.
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Yang, K;
Dong, X;
Toni, L;
(2020)
Laplacian-Regularized Graph Bandits: Algorithms and Theoretical Analysis.
In:
Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics.
(pp. pp. 3133-3143).
PMLR
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Yang, K;
Toni, L;
(2019)
Graph-based recommendation system.
In:
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP).
(pp. pp. 798-802).
IEEE: Anaheim, CA, USA.
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Zhang, X;
Toni, L;
Frossard, P;
Zhao, Y;
Lin, C;
(2017)
Optimized receiver control in Interactive Multi-View Video Streaming Systems.
In:
Communications (ICC), 2017 IEEE International Conference on.
IEEE: New York, USA.
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Working / discussion paper
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D'Aronco, S;
Toni, L;
Frossard, P;
(2017)
Price-based Controller for Quality-Fair HTTP Adaptive Streaming (Extended Version).
(ArXiv
1701.013).
ArXiv: Ithaca, NY, USA.
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