Optimizing ML Training with Metagradient Descent
Authors: Logan Engstrom, Andrew Ilyas, Benjamin Chen, Axel Feldmann, William Moses, Aleksander Madry | Published: 2025-03-17
最適化アルゴリズムの選択と評価
SimPO: Simple Preference Optimization with a Reference-Free Reward
Authors: Yu Meng, Mengzhou Xia, Danqi Chen | Published: 2024-05-23 | Updated: 2024-11-01
WannaLaugh: A Configurable Ransomware Emulator — Learning to Mimic Malicious Storage Traces
Authors: Dionysios Diamantopoulos, Roman Pletka, Slavisa Sarafijanovic, A. L. Narasimha Reddy, Haris Pozidis | Published: 2024-03-12 | Updated: 2024-06-12
Scalable kernel balancing weights in a nationwide observational study of hospital profit status and heart attack outcomes
Authors: Kwangho Kim, Bijan A. Niknam, José R. Zubizarreta | Published: 2023-11-01
Modified Genetic Algorithm for Feature Selection and Hyper Parameter Optimization: Case of XGBoost in Spam Prediction
Authors: Nazeeh Ghatasheh, Ismail Altaharwa, Khaled Aldebei | Published: 2023-10-30
Transferable Availability Poisoning Attacks
Authors: Yiyong Liu, Michael Backes, Xiao Zhang | Published: 2023-10-08 | Updated: 2024-06-06
UAV Trajectory and Multi-User Beamforming Optimization for Clustered Users Against Passive Eavesdropping Attacks With Unknown CSI
Authors: Aly Sabri Abdalla, Ali Behfarnia, Vuk Marojevic | Published: 2023-06-11 | Updated: 2023-06-13
Towards Generating Adversarial Examples on Mixed-type Data
Authors: Han Xu, Menghai Pan, Zhimeng Jiang, Huiyuan Chen, Xiaoting Li, Mahashweta Das, Hao Yang | Published: 2022-10-17
High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate Descent
Authors: Paul Mangold, Aurélien Bellet, Joseph Salmon, Marc Tommasi | Published: 2022-07-04 | Updated: 2023-04-09
Adversarial attacks on neural networks through canonical Riemannian foliations
Authors: Eliot Tron, Nicolas Couellan, Stéphane Puechmorel | Published: 2022-03-02 | Updated: 2024-09-18