Locality Sensitive Hashing for Network Traffic Fingerprinting
Authors: Nowfel Mashnoor, Jay Thom, Abdur Rouf, Shamik Sengupta, Batyr Charyyev | Published: 2024-02-12
Parameter Tuning
Expressive Losses for Verified Robustness via Convex Combinations
Authors: Alessandro De Palma, Rudy Bunel, Krishnamurthy Dvijotham, M. Pawan Kumar, Robert Stanforth, Alessio Lomuscio | Published: 2023-05-23 | Updated: 2024-03-18
Quantum Machine Learning for Malware Classification
Authors: Grégoire Barrué, Tony Quertier | Published: 2023-05-09 | Updated: 2023-06-07
FedNet2Net: Saving Communication and Computations in Federated Learning with Model Growing
Authors: Amit Kumar Kundu, Joseph Jaja | Published: 2022-07-19
On Robust Prefix-Tuning for Text Classification
Authors: Zonghan Yang, Yang Liu | Published: 2022-03-19
Ditto: Fair and Robust Federated Learning Through Personalization
Authors: Tian Li, Shengyuan Hu, Ahmad Beirami, Virginia Smith | Published: 2020-12-08 | Updated: 2021-06-15
SSGD: A safe and efficient method of gradient descent
Authors: Jinhuan Duan, Xianxian Li, Shiqi Gao, Jinyan Wang, Zili Zhong | Published: 2020-12-03 | Updated: 2021-04-26