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Virginia Bordignon
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Journal Articles
- 2023
- [j6]Virginia Bordignon
, Vincenzo Matta
, Ali H. Sayed
:
Partial Information Sharing Over Social Learning Networks. IEEE Trans. Inf. Theory 69(3): 2033-2058 (2023) - [j5]Virginia Bordignon
, Stefan Vlaski
, Vincenzo Matta
, Ali H. Sayed
:
Learning From Heterogeneous Data Based on Social Interactions Over Graphs. IEEE Trans. Inf. Theory 69(5): 3347-3371 (2023) - [j4]Konstantinos Ntemos
, Virginia Bordignon
, Stefan Vlaski
, Ali H. Sayed
:
Self-Aware Social Learning Over Graphs. IEEE Trans. Inf. Theory 69(8): 5299-5317 (2023) - [j3]Ping Hu
, Virginia Bordignon
, Stefan Vlaski
, Ali H. Sayed
:
Optimal Aggregation Strategies for Social Learning Over Graphs. IEEE Trans. Inf. Theory 69(9): 6048-6070 (2023) - [j2]Michele Cirillo
, Virginia Bordignon
, Vincenzo Matta
, Ali H. Sayed
:
Memory-Aware Social Learning Under Partial Information Sharing. IEEE Trans. Signal Process. 71: 2833-2848 (2023) - 2021
- [j1]Virginia Bordignon
, Vincenzo Matta
, Ali H. Sayed
:
Adaptive Social Learning. IEEE Trans. Inf. Theory 67(9): 6053-6081 (2021)
Conference and Workshop Papers
- 2024
- [c13]Marco Carpentiero, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Social Learning with Adaptive Models. ICASSP 2024: 9351-9355 - 2023
- [c12]Virginia Bordignon, Mert Kayaalp, Vincenzo Matta, Ali H. Sayed:
Social Learning with Non-Bayesian Local Updates. EUSIPCO 2023: 1-5 - [c11]Mert Cemri, Virginia Bordignon, Mert Kayaalp, Valentina Shumovskaia, Ali H. Sayed:
Asynchronous Social Learning. ICASSP 2023: 1-5 - [c10]Michele Cirillo, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
The Role of Memory in Social Learning When Sharing Partial Opinions. ICASSP 2023: 1-5 - [c9]Ping Hu, Virginia Bordignon, Mert Kayaalp, Ali H. Sayed:
Performance of Social Machine Learning Under Limited Data. ICASSP 2023: 1-5 - 2022
- [c8]Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Social Learning with Disparate Hypotheses. EUSIPCO 2022: 2171-2175 - [c7]Roula Nassif, Virginia Bordignon, Stefan Vlaski
, Ali H. Sayed:
Decentralized Learning in the Presence of Low-Rank Noise. ICASSP 2022: 5667-5671 - [c6]Ping Hu, Virginia Bordignon, Stefan Vlaski
, Ali H. Sayed:
Optimal Combination Policies for Adaptive Social Learning. ICASSP 2022: 5842-5846 - 2021
- [c5]Virginia Bordignon, Stefan Vlaski
, Vincenzo Matta, Ali H. Sayed:
Network Classifiers Based on Social Learning. ICASSP 2021: 5185-5189 - [c4]Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski
, Ali H. Sayed:
Social Learning Under Inferential Attacks. ICASSP 2021: 5479-5483 - 2020
- [c3]Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Adaptation in Online Social Learning. EUSIPCO 2020: 2170-2174 - [c2]Vincenzo Matta, Virginia Bordignon, Augusto Santos
, Ali H. Sayed:
Learning Graph Influence from Social Interactions. ICASSP 2020: 5535-5539 - [c1]Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Social Learning with Partial Information Sharing. ICASSP 2020: 5540-5544
Informal and Other Publications
- 2023
- [i17]Ping Hu, Virginia Bordignon, Mert Kayaalp, Ali H. Sayed:
Non-Asymptotic Performance of Social Machine Learning Under Limited Data. CoRR abs/2306.09397 (2023) - 2022
- [i16]Mert Kayaalp, Virginia Bordignon, Ali H. Sayed:
Random Information Sharing over Social Networks. CoRR abs/2203.02466 (2022) - [i15]Ping Hu, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Optimal Aggregation Strategies for Social Learning over Graphs. CoRR abs/2203.07065 (2022) - [i14]Roula Nassif, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Dencentralized learning in the presence of low-rank noise. CoRR abs/2203.09810 (2022) - [i13]Mert Kayaalp, Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed:
Distributed Bayesian Learning of Dynamic States. CoRR abs/2212.02565 (2022) - 2021
- [i12]Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Deception in Social Learning. CoRR abs/2103.14729 (2021) - [i11]Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Self-aware Social Learning over Graphs. CoRR abs/2110.13292 (2021) - [i10]Mert Kayaalp, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Hidden Markov Modeling over Graphs. CoRR abs/2111.13626 (2021) - [i9]Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed:
Learning from Heterogeneous Data Based on Social Interactions over Graphs. CoRR abs/2112.09483 (2021) - 2020
- [i8]Vincenzo Matta, Virginia Bordignon, Augusto Santos, Ali H. Sayed:
Learning Graph Influence from Social Interactions. CoRR abs/2002.04946 (2020) - [i7]Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Adaptation in Online Social Learning. CoRR abs/2003.01948 (2020) - [i6]Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Adaptive Social Learning. CoRR abs/2004.02494 (2020) - [i5]Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Social Learning with Partial Information Sharing. CoRR abs/2006.13659 (2020) - [i4]Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed:
Network Classifiers Based on Social Learning. CoRR abs/2010.12306 (2020) - [i3]Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Social learning under inferential attacks. CoRR abs/2010.13660 (2020) - 2019
- [i2]Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Social Learning with Partial Information Sharing. CoRR abs/1910.13889 (2019) - [i1]Vincenzo Matta, Virginia Bordignon, Augusto Santos, Ali H. Sayed:
Interplay between Topology and Social Learning over Weak Graphs. CoRR abs/1910.13905 (2019)
Coauthor Index
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