最適化問題

Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior

Authors: Shuyu Cheng, Yibo Miao, Yinpeng Dong, Xiao Yang, Xiao-Shan Gao, Jun Zhu | Published: 2024-05-29
アルゴリズム
攻撃手法
最適化問題

AdjointDEIS: Efficient Gradients for Diffusion Models

Authors: Zander W. Blasingame, Chen Liu | Published: 2024-05-23 | Updated: 2025-01-21
ウォーターマーキング
倫理的ガイドライン遵守
最適化問題

Uncertainty quantification by block bootstrap for differentially private stochastic gradient descent

Authors: Holger Dette, Carina Graw | Published: 2024-05-21
シミュレーション結果評価
プライバシー保護手法
最適化問題

Geometry-Aware Instrumental Variable Regression

Authors: Heiner Kremer, Bernhard Schölkopf | Published: 2024-05-19
ウォーターマーキング
最適化問題
評価手法

AAA: an Adaptive Mechanism for Locally Differential Private Mean Estimation

Authors: Fei Wei, Ergute Bao, Xiaokui Xiao, Yin Yang, Bolin Ding | Published: 2024-04-02 | Updated: 2024-04-03
ウォーターマーキング
プライバシー保護手法
最適化問題

Towards Better Statistical Understanding of Watermarking LLMs

Authors: Zhongze Cai, Shang Liu, Hanzhao Wang, Huaiyang Zhong, Xiaocheng Li | Published: 2024-03-19
ウォーターマーキング
最適化問題
透かしの耐久性

Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates

Authors: Riccardo Grazzi, Massimiliano Pontil, Saverio Salzo | Published: 2024-03-18 | Updated: 2024-06-04
収束保証
収束分析
最適化問題

Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains

Authors: Nikita Tsoy, Anna Mihalkova, Teodora Todorova, Nikola Konstantinov | Published: 2024-03-11 | Updated: 2024-11-07
ポイズニング
最適化問題
連合学習

Verifiable Boosted Tree Ensembles

Authors: Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Giulio Ermanno Pibiri | Published: 2024-02-22
モデル性能評価
ロバスト性評価
最適化問題

Zeroth-Order primal-dual Alternating Projection Gradient Algorithms for Nonconvex Minimax Problems with Coupled linear Constraints

Authors: Huiling Zhang, Zi Xu, Yuhong Dai | Published: 2024-01-26
収束特性
最適化問題
最適化手法