Multi-Player Bandits Robust to Adversarial Collisions
Authors: Shivakumar Mahesh, Anshuka Rangi, Haifeng Xu, Long Tran-Thanh | Published: 2022-11-15
Algorithm Design
Sketching for First Order Method: Efficient Algorithm for Low-Bandwidth Channel and Vulnerability
Authors: Zhao Song, Yitan Wang, Zheng Yu, Lichen Zhang | Published: 2022-10-15 | Updated: 2023-06-06
Distributed Non-Convex Optimization with One-Bit Compressors on Heterogeneous Data: Efficient and Resilient Algorithms
Authors: Ming Xiang, Lili Su | Published: 2022-10-03 | Updated: 2023-02-17
FedNet2Net: Saving Communication and Computations in Federated Learning with Model Growing
Authors: Amit Kumar Kundu, Joseph Jaja | Published: 2022-07-19
A Certifiable Security Patch for Object Tracking in Self-Driving Systems via Historical Deviation Modeling
Authors: Xudong Pan, Qifan Xiao, Mi Zhang, Min Yang | Published: 2022-07-18
DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust Setting
Authors: Runhua Xu, Nathalie Baracaldo, Yi Zhou, Ali Anwar, Swanand Kadhe, Heiko Ludwig | Published: 2022-07-15
Mobile Keystroke Biometrics Using Transformers
Authors: Giuseppe Stragapede, Paula Delgado-Santos, Ruben Tolosana, Ruben Vera-Rodriguez, Richard Guest, Aythami Morales | Published: 2022-07-15 | Updated: 2022-10-04
Smooth Anonymity for Sparse Graphs
Authors: Alessandro Epasto, Hossein Esfandiari, Vahab Mirrokni, Andres Munoz Medina | Published: 2022-07-13 | Updated: 2024-05-14
A Personalised User Authentication System based on EEG Signals
Authors: Christos Stergiadis, Vasiliki-Despoina Kostaridou, Simeon Veloudis, Dimitrios Kazis, Manousos Klados | Published: 2022-07-13 | Updated: 2022-07-14
Game of Trojans: A Submodular Byzantine Approach
Authors: Dinuka Sahabandu, Arezoo Rajabi, Luyao Niu, Bo Li, Bhaskar Ramasubramanian, Radha Poovendran | Published: 2022-07-13