1. Deep Learning with Differential Privacy
2. Nidhi U Argade Parag Shukla and Madhvendra Pratap Singh. 2023. Emergence of Crypto Currency and the Digital Financial Landscape: A Critique. In Advanced Machine Learning Algorithms for Complex Financial Applications. IGI Global 132–155. Nidhi U Argade Parag Shukla and Madhvendra Pratap Singh. 2023. Emergence of Crypto Currency and the Digital Financial Landscape: A Critique. In Advanced Machine Learning Algorithms for Complex Financial Applications. IGI Global 132–155.
3. Borja Balle , Gilles Barthe , and Marco Gaboardi . 2018. Privacy amplification by subsampling: Tight analyses via couplings and divergences. Advances in Neural Information Processing Systems 31 ( 2018 ). Borja Balle, Gilles Barthe, and Marco Gaboardi. 2018. Privacy amplification by subsampling: Tight analyses via couplings and divergences. Advances in Neural Information Processing Systems 31 (2018).
4. Privacy amplification via random check-ins;Balle Borja;Advances in Neural Information Processing Systems,2020
5. Jeremy Bernstein , Yu-Xiang Wang , Kamyar Azizzadenesheli , and Animashree Anandkumar . 2018 . signSGD: Compressed optimisation for non-convex problems . In International Conference on Machine Learning. PMLR, 560–569 . Jeremy Bernstein, Yu-Xiang Wang, Kamyar Azizzadenesheli, and Animashree Anandkumar. 2018. signSGD: Compressed optimisation for non-convex problems. In International Conference on Machine Learning. PMLR, 560–569.