443 citations
- Centre National de la Recherche ScientifiqueFR470 papers
- École PolytechniqueFR434 papers
- Université Paris-SaclayFR210 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR177 papers
- Centre de Physique ThéoriqueFR131 papers
- Télécom SudParisFR124 papers
- Institut National de Physique Nucléaire et de Physique des ParticulesFR123 papers
- Laboratoire Leprince-RinguetFR123 papers
- Massachusetts Institute of TechnologyUS120 papers
- Télécom ParisFR115 papers
- Tsinghua UniversityCN109 papers
- Peking UniversityCN108 papers
47 papers · 1 filter
AskewSGD : An Annealed interval-constrained Optimisation method to train Quantized Neural Networks
Louis Leconte, Sholom Schechtman, Eric Moulines
In this paper, we develop a new algorithm, Annealed Skewed SGD - AskewSGD - for training deep neural networks (DNNs) with quantized weights. First, we formulate the training of qua…
Locality of triad interaction and Kolmogorov constant in inertial wave turbulence
Vincent David, Sébastien Galtier
Using the theory of wave turbulence for rapidly rotating incompressible fluids derived by Galtier (2003), we find the locality conditions that the solutions of the kinetic equation…
Tighter Bounds for Query Answering with Guarded TGDs
Antoine Amarilli, Michael Benedikt
We consider the complexity of the open-world query answering problem, where we wish to determine certain answers to conjunctive queries over incomplete datasets specified by an ini…
Set-decomposition of normal rectifiable G-chains via an abstract decomposition principle
Michael Goldman, Benoît Merlet
We introduce the notion of set-decomposition of a normal G-flat chain. We show that any normal rectifiable -flat chain admits a decomposition in set-indecomposable sub-chains. T…
SPOT: Secure and Privacy-preserving prOximiTy protocol for e-healthcare systems
Souha Masmoudi, Nesrine Kaaniche, Maryline Laurent
This paper introduces SPOT, a Secure and Privacy-preserving prOximity based protocol for e-healthcare systems. It relies on a distributed proxy-based approach to preserve users' pr…
PG-Schema: Schemas for Property Graphs
Renzo Angles, Angela Bonifati, Stefania Dumbrava +18
Property graphs have reached a high level of maturity, witnessed by multiple robust graph database systems as well as the ongoing ISO standardization effort aiming at creating a ne…