IP Videoconferencing using a Quality of Service Public Network. - Michele Crudele; Giuseppe Cinque; Giovanni Neglia; Giuliano Razzicchia; Marco Venditti (MedInfo, 2001)

On the self-similarity of measurement-based admission controlled traffic. - Giuseppe Bianchi 001; Vincenzo Mancuso; Giovanni Neglia (GLOBECOM, 2002)

Adaptive low priority packet marking for better TCP performance. - Giovanni Neglia; Giuseppe Bianchi 001; Francesco Saitta; Dario Lombardo (Net-Con, 2002)

Is Admission-Controlled Traffic Self-Similar? - Giuseppe Bianchi 001; Vincenzo Mancuso; Giovanni Neglia (NETWORKING, 2002)

Performance evaluation of a new adaptive packet marking scheme for TCP over DiffServ networks. - Giovanni Neglia; Giuseppe Bianchi 001; Marilena Sottile (GLOBECOM, 2003)

About the stability of active queue management mechanisms. - Dario Bauso; Laura Giarré; Giovanni Neglia (ACC, 2004)

The effect of heterogeneous link capacities in BitTorrent-like file sharing systems. - Francesca Lo Piccolo; Giovanni Neglia; Giuseppe Bianchi 001 (HOT-P2P, 2004)

AQM stability in multiple bottleneck networks. - Dario Bauso; Laura Giarré; Giovanni Neglia (ICC, 2004)

Is TCP Packet Reordering Always Harmful? - Giovanni Neglia; Vincenzo Falletta; Giuseppe Bianchi 001 (MASCOTS, 2004)

Ingress traffic control in differentited services IP networks. - Giovanni Neglia (2005)

Optimal delay-power tradeoff in sparse delay tolerant networks: a preliminary study. - Giovanni Neglia; Xiaolan Zhang 003 (CHANTS@SIGCOMM, 2006)

An analytical model of a new packet marking algorithm for TCP flows. - Giovanni Neglia; Vincenzo Falletta; Giuseppe Bianchi 001 (Comput. Networks, 2006)

Evaluating Activator-Inhibitor Mechanisms for Sensors Coordination. - Giovanni Neglia; Giuseppe Reina (BIONETICS, 2007)

Availability in BitTorrent Systems. - Giovanni Neglia; Giuseppe Reina; Honggang Zhang 003; Donald F. Towsley; Arun Venkataramani; John S. Danaher (INFOCOM, 2007)

On Unstructured File Sharing Networks. - Honggang Zhang 003; Giovanni Neglia; Donald F. Towsley; Giuseppe Lo Presti (INFOCOM, 2007)

Embedding Evolution in Epidemic-Style Forwarding. - Sara Alouf; Iacopo Carreras; Daniele Miorandi; Giovanni Neglia (MASS, 2007)

A Network Formation Game Approach to Study BitTorrent Tit-for-Tat. - Giovanni Neglia; Giuseppe Lo Presti; Honggang Zhang 003; Donald F. Towsley (NET-COOP, 2007)

Performance modeling of epidemic routing. - Xiaolan Zhang 003; Giovanni Neglia; James F. Kurose; Donald F. Towsley (Comput. Networks, 2007)

On the Impact of Greedy Strategies in BitTorrent Networks: The Case of BitTyrant. - Damiano Carra; Giovanni Neglia; Pietro Michiardi (Peer-to-Peer Computing, 2008)

Stability and Efficiency of Unstructured File Sharing Networks. - Honggang Zhang 003; Giovanni Neglia; Donald F. Towsley; Giuseppe Lo Presti (IEEE J. Sel. Areas Commun., 2008)

Autonomic Information Diffusion in Intermittently Connected Networks. - Sara Alouf; Iacopo Carreras; Álvaro Fialho; Daniele Miorandi; Giovanni Neglia (Autonomic Computing and Networking, 2009)

Routing in Quasi-deterministic Intermittently Connected Networks. - Paolo Giaccone; David Hay; Giovanni Neglia; Leonardo S. Rocha 001 (BIONETICS, 2009)

Resource sharing optimality in WiFi infrastructure networks. - Laura Giarré; Giovanni Neglia; Ilenia Tinnirello (CDC, 2009)

Strategic reasoning about bundling in swarming systems. - Daniel Sadoc Menasché; Giovanni Neglia; Don Towsley; Shlomo Zilberstein (GAMENETS, 2009)

The role of the Access Point in Wi-Fi networks with selfish nodes. - Ilenia Tinnirello; Laura Giarré; Giovanni Neglia (GAMENETS, 2009)

Performance Analysis of Selfish Access Strategies on WiFi Infrastructure Networks. - Laura Giarré; Giovanni Neglia; Ilenia Tinnirello (GLOBECOM, 2009)

Decentralized Stochastic Control of Delay Tolerant Networks. - Eitan Altman; Giovanni Neglia; Francesco De Pellegrini; Daniele Miorandi (INFOCOM, 2009)

Compound TCP with Random Losses. - Alberto Blanc; Konstantin Avrachenkov; Denis Collange; Giovanni Neglia (Networking, 2009)

Distributed gradient optimization for epidemic routing: A preliminary evaluation. - Giovanni Neglia; Giuseppe Reina; Sara Alouf (Wireless Days, 2009)

Medium access in WiFi networks: strategies of selfish nodes [Applications Corner]. - Laura Giarré; Giovanni Neglia; Ilenia Tinnirello (IEEE Signal Process. Mag., 2009)

A game theoretic approach to MAC design for infrastructure networks. - Ilenia Tinnirello; Laura Giarré; Giovanni Neglia (CDC, 2010)

Socially-Aware Network Design Games. - Jocelyne Elias; Fabio Martignon; Konstantin Avrachenkov; Giovanni Neglia (INFOCOM, 2010)

Fitting genetic algorithms to distributed on-line evolution of network protocols. - Sara Alouf; Giovanni Neglia; Iacopo Carreras; Daniele Miorandi; Álvaro Fialho (Comput. Networks, 2010)

A local average consensus algorithm for wireless sensor networks. - Konstantin Avrachenkov; Mahmoud El Chamie; Giovanni Neglia (DCOSS, 2011)

Distributed subgradient methods for Delay Tolerant Networks. - Riccardo Masiero; Giovanni Neglia (INFOCOM, 2011)

A Nash Bargaining Solution for Cooperative Network Formation Games. - Konstantin Avrachenkov; Jocelyne Elias; Fabio Martignon; Giovanni Neglia; Leon A. Petrosyan (Networking (1), 2011)

A game theoretic analysis of network design with socially-aware users. - Jocelyne Elias; Fabio Martignon; Konstantin Avrachenkov; Giovanni Neglia (Comput. Networks, 2011)

On the Robustness of BitTorrent Swarms to Greedy Peers. - Damiano Carra; Giovanni Neglia; Pietro Michiardi; Francesco Albanese (IEEE Trans. Parallel Distributed Syst., 2011)

MAC Design for WiFi Infrastructure Networks: A Game-Theoretic Approach. - Ilenia Tinnirello; Laura Giarré; Giovanni Neglia (IEEE Trans. Wirel. Commun., 2011)

Analysis of TTL-based cache networks. - Nicaise Choungmo Fofack; Philippe Nain; Giovanni Neglia; Don Towsley (VALUETOOLS, 2012)

Online Myopic Network Covering - Konstantin Avrachenkov; Prithwish Basu; Giovanni Neglia; Bruno F. Ribeiro; Don Towsley (CoRR, 2012)

Timely Data Delivery in a Realistic Bus Network. - Utku Günay Acer; Paolo Giaccone; David Hay; Giovanni Neglia; Saed Tarapiah (IEEE Trans. Veh. Technol., 2012)

Modeling energy demand aggregators for residential consumers. - Giuseppe Di Bella; Laura Giarré; Mariano Giuseppe Ippolito; Alain Jean-Marie; Giovanni Neglia; Ilenia Tinnirello (CDC, 2013)

Reducing communication overhead for average consensus. - Mahmoud El Chamie; Giovanni Neglia; Konstantin Avrachenkov (Networking, 2013)

On Optimal Packet Routing in Deterministic DTNs. - Giovanni Neglia; Xiaolan Zhang 003; James F. Kurose; Don Towsley; Haixiang Wang (VTC Spring, 2013)

Benefits of Network Coding for Unicast Application in Disruption-Tolerant Networks. - Xiaolan Zhang 003; Giovanni Neglia; Jim Kurose; Don Towsley; Haixiang Wang (IEEE/ACM Trans. Netw., 2013)

Newton's method for constrained norm minimization and its application to weighted graph problems. - Mahmoud El Chamie; Giovanni Neglia (ACC, 2014)

Unidirectional direct load control through smart plugs. - Giovanni Neglia; Giuseppe Di Bella; Laura Giarré; Ilenia Tinnirello (CDC, 2014)

Graph clustering based on mixing time of random walks. - Konstantin Avrachenkov; Mahmoud El Chamie; Giovanni Neglia (ICC, 2014)

Pay few, influence most: Online myopic network covering. - Konstantin Avrachenkov; Prithwish Basu; Giovanni Neglia; Bruno F. Ribeiro; Donald F. Towsley (INFOCOM Workshops, 2014)

Unidirectional probabilistic direct control for deferrable loads. - Giovanni Neglia; Giuseppe Di Bella; Laura Giarré; Ilenia Tinnirello (INFOCOM Workshops, 2014)

How to network in online social networks. - Giovanni Neglia; Xiuhui Ye; Maksym Gabielkov; Arnaud Legout (INFOCOM Workshops, 2014)

On the complexity of optimal electric vehicles recharge scheduling. - Cristina Rottondi; Giacomo Verticale; Giovanni Neglia (OnlineGreenComm, 2014)

Performance evaluation of hierarchical TTL-based cache networks. - Nicaise Choungmo Fofack; Philippe Nain; Giovanni Neglia; Don Towsley (Comput. Networks, 2014)

Scalable and privacy-preserving admission control for smart grids. - Giovanni Neglia; Giuseppe Di Bella; Laura Giarré; Ilenia Tinnirello (CDC, 2015)

Geographically fair in-network caching for mobile data offloading. - Mahmoud El Chamie; Chadi Barakat; Giovanni Neglia (Networking, 2015)

The Capture-Recapture approach for population estimation in computer networks. - Nicola Accettura; Giovanni Neglia; Luigi Alfredo Grieco (Comput. Networks, 2015)

Cooperative network design: A Nash bargaining solution approach. - Konstantin Avrachenkov; Jocelyne Elias; Fabio Martignon; Giovanni Neglia; Leon A. Petrosyan (Comput. Networks, 2015)

Distributed Weight Selection in Consensus Protocols by Schatten Norm Minimization. - Mahmoud El Chamie; Giovanni Neglia; Konstantin Avrachenkov (IEEE Trans. Autom. Control., 2015)

Dissecting demand response mechanisms: the role of consumption forecasts and personalized offers. - Alberto Benegiamo; Patrick Loiseau; Giovanni Neglia (ACC, 2016)

Subsampling for Chain-Referral Methods. - Konstantin Avrachenkov; Giovanni Neglia; Alina Tuholukova (ASMTA, 2016)

Growing Networks Through Random Walks Without Restarts. - Bernardo Amorim; Daniel R. Figueiredo 001; Giulio Iacobelli; Giovanni Neglia (CompleNet, 2016)

Which metrics for vertex-cut partitioning? - Hlib Mykhailenko; Giovanni Neglia; Fabrice Huet (ICITST, 2016)

Performance Evaluation of Train Moving-Block Control. - Giovanni Neglia; Sara Alouf; Abdulhalim Dandoush; Sébastien Simoens; Pierre Dersin; Alina Tuholukova; Jérôme Billion; Pascal Derouet (QEST, 2016)

ns-3 Based Framework for Simulating Communication Based Train Control (CBTC) Systems. - Abdulhalim Dandoush; Alina Tuholukova; Sara Alouf; Giovanni Neglia; Sébastien Simoens; Pascal Derouet; Pierre Dersin (WNS3, 2016)

Geographical Load Balancing across Green Datacenters. - Giovanni Neglia; Matteo Sereno; Giuseppe Bianchi 001 (CoRR, 2016)

Geographical Load Balancing across Green Datacenters: A Mean Field Analysis. - Giovanni Neglia; Matteo Sereno; Giuseppe Bianchi 001 (SIGMETRICS Perform. Evaluation Rev., 2016)

Complexity Analysis of Optimal Recharge Scheduling for Electric Vehicles. - Cristina Rottondi; Giovanni Neglia; Giacomo Verticale (IEEE Trans. Veh. Technol., 2016)

Optimal cache allocation for femto helpers with joint transmission capabilities. - Alina Tuholukova; Giovanni Neglia; Thrasyvoulos Spyropoulos (ICC, 2017)

Simulated annealing for edge partitioning. - Hlib Mykhailenko; Giovanni Neglia; Fabrice Huet (INFOCOM Workshops, 2017)

Adaptive Optimal Stochastic Control of Delay-Tolerant Networks. - Eitan Altman; Francesco De Pellegrini; Daniele Miorandi; Giovanni Neglia (IEEE Trans. Mob. Comput., 2017)

Access-Time-Aware Cache Algorithms. - Giovanni Neglia; Damiano Carra; Mingdong Feng; Vaishnav Janardhan; Pietro Michiardi; Dimitra Tsigkari (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2017)

Biases in the Facebook News Feed: A Case Study on the Italian Elections. - Eduardo M. Hargreaves; Claudio Agosti; Daniel S. Menasché; Giovanni Neglia; Alexandre Reiffers-Masson; Eitan Altman (ASONAM, 2018)

Implicit Coordination of Caches in Small Cell Networks under Unknown Popularity Profiles. - Giovanni Neglia (EdgeTech@MobiCom, 2018)

Feedforward Neural Networks for Caching: Enough or Too Much? - Vladyslav Fedchenko; Giovanni Neglia; Bruno Ribeiro 001 (CoRR, 2018)

Implicit Coordination of Caches in Small Cell Networks Under Unknown Popularity Profiles. - Emilio Leonardi; Giovanni Neglia (IEEE J. Sel. Areas Commun., 2018)

Feedforward Neural Networks for Caching: n Enough or Too Much? - Vladyslav Fedchenko; Giovanni Neglia; Bruno Ribeiro 001 (SIGMETRICS Perform. Evaluation Rev., 2018)

Cache Policies for Linear Utility Maximization. - Giovanni Neglia; Damiano Carra; Pietro Michiardi (IEEE/ACM Trans. Netw., 2018)

Large Scale Control of Deferrable Domestic Loads in Smart Grids. - Ilenia Tinnirello; Giovanni Neglia; Laura Giarré; Giuseppe Di Bella; Alain Jean-Marie; Mariano Giuseppe Ippolito (IEEE Trans. Smart Grid, 2018)

TTL-based Cloud Caches. - Damiano Carra; Giovanni Neglia; Pietro Michiardi (INFOCOM, 2019)

The Role of Network Topology for Distributed Machine Learning. - Giovanni Neglia; Gianmarco Calbi; Don Towsley; Gayane Vardoyan (INFOCOM, 2019)

How Often Should I Access My Online Social Networks? - Eduardo M. Hargreaves; Daniel Sadoc Menasché; Giovanni Neglia (MASCOTS, 2019)

Modelando, Auditando e Prevendo a Visibilidade de Fontes no Facebook: Um Estudo de Caso nas Eleições Italianas. - Eduardo Martins Hargreaves; Daniel Sadoc Menasché; Giovanni Neglia; Claudio Agosti (Braz. J. Inf. Syst., 2019)

Transient and slim versus recurrent and fat: Random walks and the trees they grow. - Giulio Iacobelli; Daniel R. Figueiredo 001; Giovanni Neglia (J. Appl. Probab., 2019)

Fairness in online social network timelines: Measurements, models and mechanism design. - Eduardo M. Hargreaves; Claudio Agosti; Daniel Sadoc Menasché; Giovanni Neglia; Alexandre Reiffers-Masson; Eitan Altman (Perform. Evaluation, 2019)

Decentralized gradient methods: does topology matter? - Giovanni Neglia; Chuan Xu 002; Don Towsley; Gianmarco Calbi (AISTATS, 2020)

Caching Policies for Delay Minimization in Small Cell Networks with Joint Transmissions. - Guilherme Iecker Ricardo; Giovanni Neglia; Thrasyvoulos Spyropoulos (ICC, 2020)

Throughput-Optimal Topology Design for Cross-Silo Federated Learning. - Othmane Marfoq; Chuan Xu 002; Giovanni Neglia; Richard Vidal (NeurIPS, 2020)

Efficient Miss Ratio Curve Computation for Heterogeneous Content Popularity. - Damiano Carra; Giovanni Neglia (USENIX ATC, 2020)

Elastic Provisioning of Cloud Caches: A Cost-Aware TTL Approach. - Damiano Carra; Giovanni Neglia; Pietro Michiardi (IEEE/ACM Trans. Netw., 2020)

Taking two Birds with one k-NN Cache. - Damiano Carra; Giovanni Neglia (GLOBECOM, 2021)

Caching Heterogeneous Size Content in Small Cell Networks with CoMP Joint Transmissions. - Guilherme Iecker Ricardo; Giovanni Neglia; Thrasyvoulos Spyropoulos (GLOBECOM, 2021)

Towards Inference Delivery Networks: Distributing Machine Learning with Optimality Guarantees. - Tareq Si Salem; Gabriele Castellano; Giovanni Neglia; Fabio Pianese; Andrea Araldo (MedComNet, 2021)

Federated Multi-Task Learning under a Mixture of Distributions. - Othmane Marfoq; Giovanni Neglia; Aurélien Bellet; Laetitia Kameni; Richard Vidal (NeurIPS, 2021)

AÇAI: Ascent Similarity Caching with Approximate Indexes. - Tareq Si Salem; Giovanni Neglia; Damiano Carra (ITC, 2021)

Content placement in networks of similarity caches. - Michele Garetto; Emilio Leonardi; Giovanni Neglia (Comput. Networks, 2021)

Dynamic backup workers for parallel machine learning. - Chuan Xu 002; Giovanni Neglia; Nicola Sebastianelli (Comput. Networks, 2021)

Efficient passive membership inference attack in federated learning. - Oualid Zari; Chuan Xu 002; Giovanni Neglia (CoRR, 2021)

Online Caching Networks with Adversarial Guarantees. - Yuanyuan Li; Tareq Si Salem; Giovanni Neglia; Stratis Ioannidis (Proc. ACM Meas. Anal. Comput. Syst., 2021)

Enabling Long-term Fairness in Dynamic Resource Allocation. - Tareq Si Salem; Georgios Iosifidis; Giovanni Neglia (Proc. ACM Meas. Anal. Comput. Syst., 2021)

A Swiss Army Knife for Online Caching in Small Cell Networks. - Giovanni Neglia; Emilio Leonardi; Guilherme Iecker Ricardo; Thrasyvoulos Spyropoulos (IEEE/ACM Trans. Netw., 2021)

Caching Policies for Delay Minimization in Small Cell Networks With Coordinated Multi-Point Joint Transmissions. - Guilherme Iecker Ricardo; Alina Tuholukova; Giovanni Neglia; Thrasyvoulos Spyropoulos (IEEE/ACM Trans. Netw., 2021)

Computing the Hit Rate of Similarity Caching. - Younes Ben Mazziane; Sara Alouf; Giovanni Neglia; Daniel Sadoc Menasché (GLOBECOM, 2022)

Personalized Federated Learning through Local Memorization. - Othmane Marfoq; Giovanni Neglia; Richard Vidal; Laetitia Kameni (ICML, 2022)

A Formal Analysis of the Count-Min Sketch with Conservative Updates. - Younes Ben Mazziane; Sara Alouf; Giovanni Neglia (INFOCOM Workshops, 2022)

FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings. - Jean Ogier du Terrail; Samy-Safwan Ayed; Edwige Cyffers; Felix Grimberg; Chaoyang He 001; Regis Loeb; Paul Mangold; Tanguy Marchand; Othmane Marfoq; Erum Mushtaq; Boris Muzellec; Constantin Philippenko; et al. (NeurIPS, 2022)

Analyzing Count Min Sketch with Conservative Updates. - Younes Ben Mazziane; Sara Alouf; Giovanni Neglia (Comput. Networks, 2022)

Guest Editorial: Introduction to the Special Section on Communication-Efficient Distributed Machine Learning. - Xiaowen Chu 001; Fausto Giunchiglia; Giovanni Neglia; David Gregg; Jiangchuan Liu (IEEE Trans. Netw. Sci. Eng., 2022)

Similarity Caching: Theory and Algorithms. - Giovanni Neglia; Michele Garetto; Emilio Leonardi (IEEE/ACM Trans. Netw., 2022)

A New Upper Bound on Cache Hit Probability for Non-Anticipative Caching Policies. - Nitish K. Panigrahy; Philippe Nain; Giovanni Neglia; Don Towsley (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2022)

Federated Learning for Data Streams. - Othmane Marfoq; Giovanni Neglia; Laetitia Kameni; Richard Vidal (AISTATS, 2023)

DNN Split Computing: Quantization and Run-Length Coding are Enough. - Damiano Carra; Giovanni Neglia (GLOBECOM, 2023)

No- Regret Caching with Noisy Request Estimates. - Younes Ben Mazziane; Francescomaria Faticanti; Giovanni Neglia; Sara Alouf (VCC, 2023)

Federated Learning with Packet Losses. - Angelo Rodio; Giovanni Neglia; Fabio Busacca; Stefano Mangione; Sergio Palazzo; Francesco Restuccia 001; Ilenia Tinnirello (WPMC, 2023)

Performance Model for Similarity Caching. - Younes Ben Mazziane; Sara Alouf; Giovanni Neglia; Daniel S. Menasché (CoRR, 2023)

GRADES: Gradient Descent for Similarity Caching. - Anirudh Sabnis; Tareq Si Salem; Giovanni Neglia; Michele Garetto; Emilio Leonardi; Ramesh K. Sitaraman (IEEE/ACM Trans. Netw., 2023)

Ascent Similarity Caching With Approximate Indexes. - Tareq Si Salem; Giovanni Neglia; Damiano Carra (IEEE/ACM Trans. Netw., 2023)

No-regret Caching via Online Mirror Descent. - Tareq Si Salem; Giovanni Neglia; Stratis Ioannidis (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2023)

FedStale: leveraging Stale Updates in Federated Learning. - Angelo Rodio; Giovanni Neglia (ECAI, 2024)

Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm. - Batiste Le Bars; Aurélien Bellet; Marc Tommasi; Kevin Scaman; Giovanni Neglia (ICML, 2024)

FedDec: Peer-to-peer Aided Federated Learning. - Marina Costantini; Giovanni Neglia; Thrasyvoulos Spyropoulos (SPAWC, 2024)

Optimistic online caching for batched requests. - Francescomaria Faticanti; Giovanni Neglia (Comput. Networks, 2024)

TTL model for an LRU-based similarity caching policy. - Younes Ben Mazziane; Sara Alouf; Giovanni Neglia; Daniel Sadoc Menasché (Comput. Networks, 2024)

An Online Gradient-Based Caching Policy with Logarithmic Complexity and Regret Guarantees. - Damiano Carra; Giovanni Neglia (CoRR, 2024)

FedStale: leveraging stale client updates in federated learning. - Angelo Rodio; Giovanni Neglia (CoRR, 2024)

Federated Learning for Cooperative Inference Systems: The Case of Early Exit Networks. - Caelin Kaplan; Tareq Si Salem; Angelo Rodio; Chuan Xu 002; Giovanni Neglia (CoRR, 2024)

Evaluating the Energy Consumption of Machine Learning: Systematic Literature Review and Experiments. - Charlotte Rodriguez; Laura Degioanni; Laetitia Kameni; Richard Vidal; Giovanni Neglia (CoRR, 2024)

A Cautionary Tale: On the Role of Reference Data in Empirical Privacy Defenses. - Caelin Kaplan; Chuan Xu 002; Othmane Marfoq; Giovanni Neglia; Anderson Santana de Oliveira (Proc. Priv. Enhancing Technol., 2024)

Toward Inference Delivery Networks: Distributing Machine Learning With Optimality Guarantees. - Tareq Si Salem; Gabriele Castellano; Giovanni Neglia; Fabio Pianese; Andrea Araldo (IEEE/ACM Trans. Netw., 2024)

Federated Learning Under Heterogeneous and Correlated Client Availability. - Angelo Rodio; Francescomaria Faticanti; Othmane Marfoq; Giovanni Neglia; Emilio Leonardi (IEEE/ACM Trans. Netw., 2024)

Attribute Inference Attacks for Federated Regression Tasks. - Francesco Diana; Othmane Marfoq; Chuan Xu 002; Giovanni Neglia; Frédéric Giroire; Eoin Thomas (AAAI, 2025)

Scalable Decentralized Algorithms for Online Personalized Mean Estimation. - Franco Galante; Giovanni Neglia; Emilio Leonardi (AAAI, 2025)

Cutting Through Privacy: A Hyperplane-Based Data Reconstruction Attack in Federated Learning. - Francesco Diana; André Nusser; Chuan Xu 002; Giovanni Neglia (UAI, 2025)

When to Forget? Complexity Trade-offs in Machine Unlearning. - Martin Van Waerebeke; Marco Lorenzi; Giovanni Neglia; Kevin Scaman (CoRR, 2025)

Efficient and Optimal No-Regret Caching under Partial Observation. - Younes Ben Mazziane; Francescomaria Faticanti; Sara Alouf; Giovanni Neglia (CoRR, 2025)

FedBEns: One-Shot Federated Learning based on Bayesian Ensemble. - Jacopo Talpini; Marco Savi; Giovanni Neglia (CoRR, 2025)

Streaming Federated Learning with Markovian Data. - Tan-Khiem Huynh; Malcolm Egan; Giovanni Neglia; Jean-Marie Gorce (CoRR, 2025)