Anne-Marie Kermarrec

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 63

Top Venues

Publications

Sayan Biswas, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic
Secure Aggregation Meets Sparsification in Decentralized Learning. CoRR (2024)
Sayan Biswas, Mathieu Even, Anne-Marie Kermarrec, Laurent Massoulié, Rafael Pires, Rishi Sharma, Martijn de Vos
Beyond Noise: Privacy-Preserving Decentralized Learning with Virtual Nodes. CoRR (2024)
Sayan Biswas, Davide Frey, Romaric Gaudel, Anne-Marie Kermarrec, Dimitri Lerévérend, Rafael Pires, Rishi Sharma, François Taïani
Low-Cost Privacy-Aware Decentralized Learning. CoRR (2024)
Martijn de Vos, Akash Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma
Energy-Aware Decentralized Learning with Intermittent Model Training. IPDPS (Workshops) (2024)
Martijn de Vos, Akash Dhasade, Jade Garcia Bourrée, Anne-Marie Kermarrec, Erwan Le Merrer, Benoît Rottembourg, Gilles Trédan
Fairness Auditing with Multi-Agent Collaboration. CoRR (2024)
Akash Dhasade, Anne-Marie Kermarrec, Tuan-Anh Nguyen, Rafael Pires, Martijn de Vos
Harnessing Increased Client Participation with Cohort-Parallel Federated Learning. CoRR (2024)
Akash Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma, Martijn de Vos
Energy-Aware Decentralized Learning with Intermittent Model Training. CoRR (2024)
Rachid Guerraoui, Anne-Marie Kermarrec, Anastasiia Kucherenko, Rafael Pinot, Sasha Voitovych
On the Inherent Anonymity of Gossiping. CoRR (2023)
Akash Dhasade, Yaohong Ding, Song Guo, Anne-Marie Kermarrec, Martijn de Vos, Leijie Wu
QuickDrop: Efficient Federated Unlearning by Integrated Dataset Distillation. CoRR (2023)
Martijn de Vos, Sadegh Farhadkhani, Rachid Guerraoui, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication. NeurIPS (2023)
Martijn de Vos, Akash Dhasade, Anne-Marie Kermarrec, Erick Lavoie, Johan Pouwelse
MoDeST: Bridging the Gap between Federated and Decentralized Learning with Decentralized Sampling. CoRR (2023)
Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic
Decentralized Learning Made Easy with DecentralizePy. CoRR (2023)
Rachid Guerraoui, Anne-Marie Kermarrec, Guilhem Niot, Olivier Ruas, François Taïani
GoldFinger: Fast & Approximate Jaccard for Efficient KNN Graph Constructions. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic, Jeffrey Wigger
Get More for Less in Decentralized Learning Systems. CoRR (2023)
Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic, Jeffrey Wigger
Get More for Less in Decentralized Learning Systems. ICDCS (2023)
Martijn de Vos, Sadegh Farhadkhani, Rachid Guerraoui, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication. CoRR (2023)
Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic
Decentralized Learning Made Easy with DecentralizePy. EuroMLSys@EuroSys (2023)
Rachid Guerraoui, Anne-Marie Kermarrec, Anastasiia Kucherenko, Rafaël Pinot, Sasha Voitovych
On the Inherent Anonymity of Gossiping. DISC (2023)
Batiste Le Bars, Aurélien Bellet, Marc Tommasi, Erick Lavoie, Anne-Marie Kermarrec
Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data. AISTATS (2023)
Anastasiia Gorbunova, Rachid Guerraoui, Anne-Marie Kermarrec, Anastasiia Kucherenko, Rafaël Pinot
The Universal Gossip Fighter. IPDPS (2022)
Akash Dhasade, Nevena Dresevic, Anne-Marie Kermarrec, Rafael Pires
TEE-based decentralized recommender systems: The raw data sharing redemption. CoRR (2022)
Aurélien Bellet, Anne-Marie Kermarrec, Erick Lavoie
D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning. SRDS (2022)
Akash Dhasade, Nevena Dresevic, Anne-Marie Kermarrec, Rafael Pires
TEE-based decentralized recommender systems: The raw data sharing redemption. IPDPS (2022)
B. Le Bars, Aurélien Bellet, Marc Tommasi, Anne-Marie Kermarrec
Yes, Topology Matters in Decentralized Optimization: Refined Convergence and Topology Learning under Heterogeneous Data. CoRR (2022)
Georgios Damaskinos, Rachid Guerraoui, Anne-Marie Kermarrec, Vlad Nitu, Rhicheek Patra, François Taïani
FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction. ACM Trans. Intell. Syst. Technol. 13 (5) (2022)
Anne-Marie Kermarrec
Frugal Decentralized Learning. IPDPS (2022)
Nawfal Abbassi Saber, Rachid Guerraoui, Anne-Marie Kermarrec, Alexandre Maurer
G-Fake: Tell Me How It is Shared and I Shall Tell You If It is Fake. ACIIDS (Companion) (2022)
Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires
Guess what? You can boost Federated Learning for free. CoRR (2021)
George Giakkoupis, Anne-Marie Kermarrec, Olivier Ruas, François Taïani
Cluster-and-Conquer: When Randomness Meets Graph Locality. ICDE (2021)
Aurélien Bellet, Anne-Marie Kermarrec, Erick Lavoie
D-Cliques: Compensating NonIIDness in Decentralized Federated Learning with Topology. CoRR (2021)
Fabien André, Anne-Marie Kermarrec, Nicolas Le Scouarnec
Quicker ADC : Unlocking the Hidden Potential of Product Quantization With SIMD. IEEE Trans. Pattern Anal. Mach. Intell. 43 (5) (2021)
Rachid Guerraoui, Anne-Marie Kermarrec, Olivier Ruas, François Taïani
Smaller, Faster & Lighter KNN Graph Constructions. WWW (2020)
Georgios Damaskinos, Rachid Guerraoui, Anne-Marie Kermarrec, Vlad Nitu, Rhicheek Patra, François Taïani
FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction. Middleware (2020)
Anne-Marie Kermarrec, Erick Lavoie, Christian F. Tschudin
Gossiping with Append-Only Logs in Secure-Scuttlebutt. DICG@Middleware (2020)
Rachid Guerraoui, Arsany Guirguis, Anne-Marie Kermarrec, Erwan Le Merrer
FeGAN: Scaling Distributed GANs. Middleware (2020)
Georgios Damaskinos, Rachid Guerraoui, Anne-Marie Kermarrec, Vlad Nitu, Rhicheek Patra, François Taïani
FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction. CoRR (2020)
George Giakkoupis, Anne-Marie Kermarrec, Olivier Ruas, François Taïani
Cluster-and-Conquer: When Randomness Meets Graph Locality. CoRR (2020)
Rachid Guerraoui, Anne-Marie Kermarrec, Olivier Ruas, François Taïani
Fingerprinting Big Data: The Case of KNN Graph Construction. ICDE (2019)
Fabien André, Anne-Marie Kermarrec, Nicolas Le Scouarnec
Derived Codebooks for High-Accuracy Nearest Neighbor Search. CoRR (2019)
Javier Olivares, Anne-Marie Kermarrec, Nitin Chiluka
The out-of-core KNN awakens: the light side of computation force on large datasets. Computing 101 (1) (2019)
Oana Balmau, Rachid Guerraoui, Anne-Marie Kermarrec, Alexandre Maurer, Matej Pavlovic, Willy Zwaenepoel
The Fake News Vaccine - A Content-Agnostic System for Preventing Fake News from Becoming Viral. NETYS (2019)
Oana Balmau, Rachid Guerraoui, Anne-Marie Kermarrec, Alexandre Maurer, Matej Pavlovic, Willy Zwaenepoel
Limiting the Spread of Fake News on Social Media Platforms by Evaluating Users' Trustworthiness. CoRR (2018)
Antoine Boutet, Florestan De Moor, Davide Frey, Rachid Guerraoui, Anne-Marie Kermarrec, Antoine Rault
Collaborative Filtering Under a Sybil Attack: Similarity Metrics do Matter! DSN (2018)
Anne-Marie Kermarrec, Olivier Ruas, François Taïani
Nobody Cares if You Liked Star Wars: KNN Graph Construction on the Cheap. Euro-Par (2018)
Fabien André, Anne-Marie Kermarrec, Nicolas Le Scouarnec
Quicker ADC : Unlocking the hidden potential of Product Quantization with SIMD. CoRR (2018)
Anne-Marie Kermarrec, Nupur Mittal, Javier Olivares
Multithreading Approach to Process Real-Time Updates in KNN Algorithms. NETYS (2017)
Fabien André, Anne-Marie Kermarrec, Nicolas Le Scouarnec
Accelerated Nearest Neighbor Search with Quick ADC. CoRR (2017)
Fabien André, Anne-Marie Kermarrec, Nicolas Le Scouarnec
Accelerated Nearest Neighbor Search with Quick ADC. ICMR (2017)
Rachid Guerraoui, Anne-Marie Kermarrec, Tao Lin, Rhicheek Patra
Heterogeneous Recommendations: What You Might Like To Read After Watching Interstellar. Proc. VLDB Endow. 10 (10) (2017)
Rachid Guerraoui, Anne-Marie Kermarrec, Mahsa Taziki
The Utility and Privacy Effects of a Click. SIGIR (2017)
Rachid Guerraoui, Anne-Marie Kermarrec, Rhicheek Patra, Mahammad Valiyev, Jingjing Wang
I Know Nothing about You But Here is What You Might Like. DSN (2017)
Raluca Halalai, Pascal Felber, Anne-Marie Kermarrec, François Taïani
Agar: A Caching System for Erasure-Coded Data. ICDCS (2017)
Anne-Marie Kermarrec
Recommenders: from the Lab to the Wild (Keynote Talk). DISC (2017)
Diego Didona, Nuno Diegues, Anne-Marie Kermarrec, Rachid Guerraoui, Ricardo Neves, Paolo Romano
ProteusTM: Abstraction Meets Performance in Transactional Memory. ASPLOS (2016)
Antonio Fernández Anta, Vincent Gramoli, Ernesto Jiménez, Anne-Marie Kermarrec, Michel Raynal
Distributed Slicing in Dynamic Systems. IEEE Trans. Parallel Distributed Syst. 27 (4) (2016)
Mohammad Alaggan, Sébastien Gambs, Anne-Marie Kermarrec
Heterogeneous Differential Privacy. J. Priv. Confidentiality 7 (2) (2016)
Petra Berenbrink, George Giakkoupis, Anne-Marie Kermarrec, Frederik Mallmann-Trenn
Bounds on the Voter Model in Dynamic Networks. ICALP (2016)
Nitin Chiluka, Anne-Marie Kermarrec, Javier Olivares
The Out-of-core KNN Awakens: - The Light Side of Computation Force on Large Datasets. NETYS (2016)
Petra Berenbrink, George Giakkoupis, Anne-Marie Kermarrec, Frederik Mallmann-Trenn
Bounds on the Voter Model in Dynamic Networks. CoRR (2016)
Antoine Boutet, Davide Frey, Rachid Guerraoui, Arnaud Jégou, Anne-Marie Kermarrec
Privacy-preserving distributed collaborative filtering. Computing 98 (8) (2016)
Antoine Boutet, Anne-Marie Kermarrec, Nupur Mittal, François Taïani
Being prepared in a sparse world: The case of KNN graph construction. ICDE (2016)
Rachid Guerraoui, Anne-Marie Kermarrec, Matej Pavlovic, Dragos-Adrian Seredinschi
Atum: Scalable Group Communication Using Volatile Groups. Middleware (2016)
Yahya Benkaouz, Mohammed Erradi, Anne-Marie Kermarrec
Nearest Neighbors Graph Construction: Peer Sampling to the Rescue. NETYS (2016)
Davide Frey, Rachid Guerraoui, Anne-Marie Kermarrec, Antoine Rault, François Taïani, Jingjing Wang
Hide & Share: Landmark-Based Similarity for Private KNN Computation. DSN (2015)
Davide Frey, Anne-Marie Kermarrec, Christopher Maddock, Andreas Mauthe, Pierre-Louis Roman, François Taïani
Similitude: Decentralised Adaptation in Large-Scale P2P Recommenders. DAIS (2015)
Ali Gouta, David Hausheer, Anne-Marie Kermarrec, Christian Koch, Yannick Le Louédec, Julius Rückert
CPSys: A System for Mobile Video Prefetching. MASCOTS (2015)
George Giakkoupis, Rachid Guerraoui, Arnaud Jégou, Anne-Marie Kermarrec, Nupur Mittal
Privacy-Conscious Information Diffusion in Social Networks. DISC (2015)
Raziel Carvajal-Gomez, Davide Frey, Matthieu Simonin, Anne-Marie Kermarrec
WebGC Gossiping on Browsers Without a Server [Live Demo/Poster]. WISE (2) (2015)
Davide Frey, Rachid Guerraoui, Anne-Marie Kermarrec, Antoine Rault
Collaborative filtering under a sybil attack: analysis of a privacy threat. EUROSEC (2015)
Fabien André, Anne-Marie Kermarrec, Nicolas Le Scouarnec
Cache locality is not enough: High-Performance Nearest Neighbor Search with Product Quantization Fast Scan. Proc. VLDB Endow. 9 (4) (2015)
Vincent Gramoli, Rachid Guerraoui, Anne-Marie Kermarrec
Profiling Transactional Applications. NETYS (2015)
Rachid Guerraoui, Anne-Marie Kermarrec, Rhicheek Patra, Mahsa Taziki
D2P: Distance-Based Differential Privacy in Recommenders. Proc. VLDB Endow. 8 (8) (2015)
Antoine Boutet, Davide Frey, Arnaud Jégou, Anne-Marie Kermarrec, Heverson B. Ribeiro
FreeRec: an anonymous and distributed personalization architecture. Computing 97 (9) (2015)
Pamela Delgado, Florin Dinu, Anne-Marie Kermarrec, Willy Zwaenepoel
Hawk: Hybrid Datacenter Scheduling. USENIX Annual Technical Conference (2015)
Cheng Wang, Carole Delporte-Gallet, Hugues Fauconnier, Rachid Guerraoui, Anne-Marie Kermarrec
Beyond One Third Byzantine Failures. CoRR (2015)
Anne-Marie Kermarrec, François Taïani, Juan M. Tirado
Cheap and Cheerful: Trading Speed and Quality for Scalable Social-Recommenders. DAIS (2015)
Anne-Marie Kermarrec, François Taïani, Juan M. Tirado
Scaling Out Link Prediction with SNAPLE: 1 Billion Edges and Beyond. Middleware (2015)
Anne-Marie Kermarrec, François Taïani
Want to scale in centralized systems? Think P2P. J. Internet Serv. Appl. 6 (1) (2015)
Mohammad Alaggan, Sébastien Gambs, Anne-Marie Kermarrec
Heterogeneous Differential Privacy. CoRR (2015)
Anne-Marie Kermarrec, Christopher Thraves
Signed graph embedding: when everybody can sit closer to friends than enemies. CoRR (2014)
Raziel Carvajal-Gomez, Davide Frey, Matthieu Simonin, Anne-Marie Kermarrec
WebGC: browser-based gossiping. Middleware (Posters & Demos) (2014)
Guang Tan, Hongbo Jiang, Jun Liu, Anne-Marie Kermarrec
Convex Partitioning of Large-Scale Sensor Networks in Complex Fields: Algorithms and Applications. ACM Trans. Sens. Networks 10 (3) (2014)
Davide Frey, Anne-Marie Kermarrec, Christopher Maddock, Andreas Mauthe, François Taïani
Adaptation for the masses: towards decentralized adaptation in large-scale P2P recommenders. ARM@Middleware (2014)
Nitin Chiluka, Anne-Marie Kermarrec, Javier Olivares
Scaling KNN computation over large graphs on a PC. Middleware (Posters & Demos) (2014)
Fabien André, Anne-Marie Kermarrec, Erwan Le Merrer, Nicolas Le Scouarnec, Gilles Straub, Alexandre van Kempen
Archiving cold data in warehouses with clustered network coding. EuroSys (2014)
Antoine Boutet, Davide Frey, Rachid Guerraoui, Anne-Marie Kermarrec, Rhicheek Patra
HyRec: leveraging browsers for scalable recommenders. Middleware (2014)
Simon Bouget, Hoel Kervadec, Anne-Marie Kermarrec, François Taïani
Polystyrene: the Decentralized Data Shape That Never Dies. ICDCS (2014)
Andrei Giurgiu, Rachid Guerraoui, Kévin Huguenin, Anne-Marie Kermarrec
Computing in social networks. Inf. Comput. 234 (2014)
Alexandra Olteanu, Anne-Marie Kermarrec, Karl Aberer
Comparing the Predictive Capability of Social and Interest Affinity for Recommendations. WISE (1) (2014)
Anne-Marie Kermarrec, Erwan Le Merrer, Nicolas Le Scouarnec, Romaric Ludinard, Patrick Maillé, Gilles Straub, Alexandre van Kempen
Performance evaluation of a peer-to-peer backup system using buffering at the edge. Comput. Commun. 52 (2014)
Antoine Boutet, Davide Frey, Rachid Guerraoui, Arnaud Jégou, Anne-Marie Kermarrec
Privacy-Preserving Distributed Collaborative Filtering. NETYS (2014)
Davide Frey, Mathieu Goessens, Anne-Marie Kermarrec
Behave: Behavioral Cache for Web Content. DAIS (2014)
Rachid Guerraoui, Kévin Huguenin, Anne-Marie Kermarrec, Maxime Monod, Swagatika Prusty, Aline Roumy
Tracking freeriders in gossip-based content dissemination systems. Comput. Networks 64 (2014)
Xiao Bai, Rachid Guerraoui, Anne-Marie Kermarrec
Personalizing Top-k Processing Online in a Peer-to-Peer Social Tagging Network. ACM Trans. Internet Techn. 13 (4) (2014)
Anne-Marie Kermarrec
Computer Science: Too Young to Fall into the Gender Gap. IEEE Internet Comput. 18 (3) (2014)
Zied Aouini, Mamadou Tourad Diallo, Ali Gouta, Anne-Marie Kermarrec, Yannick Le Louédec
Improving caching efficiency and quality of experience with CF-Dash. NOSSDAV (2014)
Davide Frey, Arnaud Jégou, Anne-Marie Kermarrec, Michel Raynal, Julien Stainer
Trust-aware peer sampling: Performance and privacy tradeoffs. Theor. Comput. Sci. 512 (2013)
Rachid Guerraoui, Florian Huc, Anne-Marie Kermarrec
Highly dynamic distributed computing with byzantine failures. PODC (2013)
George Giakkoupis, Anne-Marie Kermarrec, Philipp Woelfel
Gossip Protocols for Renaming and Sorting. DISC (2013)
Ali Gouta, Charles Hong, Dohy Hong, Anne-Marie Kermarrec, Yannick Le Louédec
Large scale analysis of HTTP Adaptive Streaming in mobile networks. WOWMOM (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Anne-Marie Kermarrec