Samplable Anonymous Aggregation for Private Federated Data Analysis

Autor: Talwar, Kunal, Wang, Shan, McMillan, Audra, Jina, Vojta, Feldman, Vitaly, Bansal, Pansy, Basile, Bailey, Cahill, Aine, Chan, Yi Sheng, Chatzidakis, Mike, Chen, Junye, Chick, Oliver, Chitnis, Mona, Ganta, Suman, Goren, Yusuf, Granqvist, Filip, Guo, Kristine, Jacobs, Frederic, Javidbakht, Omid, Liu, Albert, Low, Richard, Mascenik, Dan, Myers, Steve, Park, David, Park, Wonhee, Parsa, Gianni, Pauly, Tommy, Priebe, Christian, Rishi, Rehan, Rothblum, Guy, Scaria, Michael, Song, Linmao, Song, Congzheng, Tarbe, Karl, Vogt, Sebastian, Winstrom, Luke, Zhou, Shundong

We revisit the problem of designing scalable protocols for private statistics and private federated learning when each device holds its private data. Locally differentially private algorithms require little trust but are (provably) limited in their u

Externí odkaz: http://arxiv.org/abs/2307.15017

Counting Periodic Orbits: Conley Conjecture for Lagrangian Correspondences and Resonance Relations for Closed Reeb Orbits

Autor: Goren, Yusuf

Publikováno v: Goren, Yusuf. (2015). Counting Periodic Orbits: Conley Conjecture for Lagrangian Correspondences and Resonance Relations for Closed Reeb Orbits. UC Santa Cruz: Mathematics. Retrieved from: http://www.escholarship.org/uc/item/6fh7r5kh

The thesis is centered around the theme of periodic orbits of Hamiltonian systems. More precisely, we prove that on a closed symplectic Calabi--Yau manifold every Lagrangian correspondence Hamiltonian isotopic to the diagonal and satisfying some non-

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______325::2bfd34493954c7eed7fb8d1bc6c5a70b
http://n2t.net/ark:/13030/m54r02p0