Zobrazeno 1 - 10
of 494 486
pro vyhledávání: '"Or Guy"'
The ability to interpret Machine Learning (ML) models is becoming increasingly essential. However, despite significant progress in the field, there remains a lack of rigorous characterization regarding the innate interpretability of different models.
Externí odkaz:
http://arxiv.org/abs/2408.03915
Autor:
Rivoallan, Nicolas, Mueller, Marc, Baudequin, Timothée, Vigneron, Pascale, Hébraud, Anne, Jellali, Rachid, Dermigny, Quentin, Goff, Anne Le, Schlatter, Guy, Glasmacher, Birgit, Legallais, Cécile
Publikováno v:
The International Journal of Artificial Organs, Volume 47 (8), pp.642-649 (2024)
Thick honeycomb-like electrospun scaffold with nanoparticles of hydroxyapatite (nHA) recently demonstrated its potential to promote proliferation and differentiation of a murine embryonic cell line (C3H10T1/2) to osteoblasts. In order to distinguish
Externí odkaz:
http://arxiv.org/abs/2410.14226
In this work, we consider the problem of learning end to end perception to control for ground vehicles solely from aerial imagery. Photogrammetric simulators allow the synthesis of novel views through the transformation of pre-generated assets into n
Externí odkaz:
http://arxiv.org/abs/2410.14177
Data collected over networks can be modelled as noisy observations of an unknown function over the nodes of a graph or network structure, fully described by its nodes and their connections, the edges. In this context, function estimation has been pro
Externí odkaz:
http://arxiv.org/abs/2410.13693
Autor:
Blanc, Guy, Valiant, Gregory
We resolve a fundamental question about the ability to perform a statistical task, such as learning, when an adversary corrupts the sample. Such adversaries are specified by the types of corruption they can make and their level of knowledge about the
Externí odkaz:
http://arxiv.org/abs/2410.13548
Autoregressive models have demonstrated an unprecedented ability at modeling the intricacies of natural language. However, they continue to struggle with generating complex outputs that adhere to logical constraints. Sampling from a fully-independent
Externí odkaz:
http://arxiv.org/abs/2410.13111
Autor:
Shlezinger, Nir, Revach, Guy, Ghosh, Anubhab, Chatterjee, Saikat, Tang, Shuo, Imbiriba, Tales, Dunik, Jindrich, Straka, Ondrej, Closas, Pau, Eldar, Yonina C.
The Kalman filter (KF) and its variants are among the most celebrated algorithms in signal processing. These methods are used for state estimation of dynamic systems by relying on mathematical representations in the form of simple state-space (SS) mo
Externí odkaz:
http://arxiv.org/abs/2410.12289
Autor:
Sun, Xingzhi, Liao, Danqi, MacDonald, Kincaid, Zhang, Yanlei, Liu, Chen, Huguet, Guillaume, Wolf, Guy, Adelstein, Ian, Rudner, Tim G. J., Krishnaswamy, Smita
Rapid growth of high-dimensional datasets in fields such as single-cell RNA sequencing and spatial genomics has led to unprecedented opportunities for scientific discovery, but it also presents unique computational and statistical challenges. Traditi
Externí odkaz:
http://arxiv.org/abs/2410.12779
Quantum simulation is one of the methods that have been proposed and used in practice to bypass computational challenges in the investigation of lattice gauge theories. While most of the proposals rely on truncating the infinite dimensional Hilbert s
Externí odkaz:
http://arxiv.org/abs/2410.11413
Autor:
Shterman, Doron, Bartal, Guy
Structured Illumination Microscopy (SIM) allows access to spatial information beyond the diffraction limit by folding high frequency components into the optical system's base-band. Using various algorithmic techniques, an image containing sub-wavelen
Externí odkaz:
http://arxiv.org/abs/2410.11770