Zobrazeno 1 - 10
of 451 186
pro vyhledávání: '"Pascal, A."'
Autor:
Cappelletti, William, Frossard, Pascal
Representing and exploiting multivariate signals require capturing complex relations between variables. We define a novel Graph-Dictionary signal model, where a finite set of graphs characterizes relationships in data distribution through a weighted
Externí odkaz:
http://arxiv.org/abs/2411.05729
This chapter is meant to be part of the book "Differential Privacy in Artificial Intelligence: From Theory to Practice" and provides an introduction to Differential Privacy. It starts by illustrating various attempts to protect data privacy, emphasiz
Externí odkaz:
http://arxiv.org/abs/2411.04710
Autor:
Baluta, Teodora, Lamblin, Pascal, Tarlow, Daniel, Pedregosa, Fabian, Dziugaite, Gintare Karolina
Machine unlearning aims to solve the problem of removing the influence of selected training examples from a learned model. Despite the increasing attention to this problem, it remains an open research question how to evaluate unlearning in large lang
Externí odkaz:
http://arxiv.org/abs/2411.04388
Autor:
Bilò, Davide, Cohen, Sarel, Friedrich, Tobias, Gawendowicz, Hans, Klodt, Nicolas, Lenzner, Pascal, Skretas, George
We live in a world full of networks where our economy, our communication, and even our social life crucially depends on them. These networks typically emerge from the interaction of many entities, which is why researchers study agent-based models of
Externí odkaz:
http://arxiv.org/abs/2411.03973
The SECP256K1 elliptic curve algorithm is fundamental in cryptocurrency wallets for generating secure public keys from private keys, thereby ensuring the protection and ownership of blockchain-based digital assets. However, the literature highlights
Externí odkaz:
http://arxiv.org/abs/2411.03910
Autor:
Leggett, S. K., Tremblin, Pascal
JWST is opening many avenues for exploration. For cold brown dwarfs and exoplanets, JWST has opened the door to the mid-infrared wavelength region, where such objects emit significant energy. For the first time, astronomers have access to mid-infrare
Externí odkaz:
http://arxiv.org/abs/2411.03549
Autor:
Dreher, Pascal, Neuhaus, Alexander, Janoschka, David, Roedl, Alexandra, Meiler, Tim, Frank, Bettina, Davis, Timothy J., Giessen, Harald, Heringdorf, Frank Meyer zu
Topology is the study of geometrical properties and spatial relations unaffected by continuous changes, and has become an important tool for understanding complex physical systems. Although recent optical experiments have inferred the existence of ve
Externí odkaz:
http://arxiv.org/abs/2411.03262
Autor:
Schwab, Julian, Neuhaus, Alexander, Dreher, Pascal, Tsesses, Shai, Cohen, Kobi, Mangold, Florian, Mantha, Anant, Frank, Bettina, Bartal, Guy, Heringdorf, Frank-J. Meyer zu, Davis, Timothy J., Giessen, Harald
The study of van der Waals heterostructures with an interlayer twist, known as "twistronics", has been instrumental in advancing contemporary condensed matter research. Most importantly, it has underpinned the emergence of a multitude of strongly-cor
Externí odkaz:
http://arxiv.org/abs/2411.03032
Publikováno v:
Stabilization, Safety, and Security of Distributed Systems. SSS 2024. Lecture Notes in Computer Science, vol 14931. Springer, Cham
Using cloud-based applications comes with privacy implications, as the end-user looses control over their data. While encrypting all data on the client is possible, it largely reduces the usefulness of database management systems (DBMS) that are typi
Externí odkaz:
http://arxiv.org/abs/2411.02084
This paper deals with Elliptical Wishart distributions - which generalize the Wishart distribution - in the context of signal processing and machine learning. Two algorithms to compute the maximum likelihood estimator (MLE) are proposed: a fixed poin
Externí odkaz:
http://arxiv.org/abs/2411.02726