Mathematical Foundations

Learning and Generalization with Mixture Data

Authors: Harsh Vardhan, Avishek Ghosh, Arya Mazumdar | Published: 2025-04-29
Sample Complexity
Mathematical Foundations
Detection of Poisonous Data

ObfusQate: Unveiling the First Quantum Program Obfuscation Framework

Authors: Nilhil Bartake, See Toh Zi Jie, Carmen Wong Jiawen, Michael Kasper, Vivek Balachandran | Published: 2025-03-31
Mathematical Foundations
Quantum Circuit Obfuscation
Quantum Cryptography Technology

Some Geometrical and Topological Properties of DNNs’ Decision Boundaries

Authors: Bo Liu, Mengya Shen | Published: 2020-03-07 | Updated: 2021-04-16
Robustness Evaluation
Mathematical Foundations
Fundamentals of Machine Learning

Computing Tight Differential Privacy Guarantees Using FFT

Authors: Antti Koskela, Joonas Jälkö, Antti Honkela | Published: 2019-06-07 | Updated: 2019-11-04
Characteristics of RDP
Privacy Protection
Mathematical Foundations