The Inconvenient Truths of Ground Truth for Binary Analysis
Authors: Jim Alves-Foss, Varsah Venugopal | Published: 2022-10-26
Function Definition
Overparameterization from Computational Constraints
Authors: Sanjam Garg, Somesh Jha, Saeed Mahloujifar, Mohammad Mahmoody, Mingyuan Wang | Published: 2022-08-27 | Updated: 2022-10-15
Analytical Composition of Differential Privacy via the Edgeworth Accountant
Authors: Hua Wang, Sheng Gao, Huanyu Zhang, Milan Shen, Weijie J. Su | Published: 2022-06-09
Sampling without Replacement Leads to Faster Rates in Finite-Sum Minimax Optimization
Authors: Aniket Das, Bernhard Schölkopf, Michael Muehlebach | Published: 2022-06-07 | Updated: 2022-10-10
Additive Logistic Mechanism for Privacy-Preserving Self-Supervised Learning
Authors: Yunhao Yang, Parham Gohari, Ufuk Topcu | Published: 2022-05-25
Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks
Authors: Pascale Gourdeau, Varun Kanade, Marta Kwiatkowska, James Worrell | Published: 2022-05-12
Privacy-Preserving Distributed Machine Learning Made Faster
Authors: Zoe L. Jiang, Jiajing Gu, Hongxiao Wang, Yulin Wu, Junbin Fang, Siu-Ming Yiu, Wenjian Luo, Xuan Wang | Published: 2022-05-12
Constant-round Blind Classical Verification of Quantum Sampling
Authors: Kai-Min Chung, Yi Lee, Han-Hsuan Lin, Xiaodi Wu | Published: 2020-12-09 | Updated: 2021-10-25