83 citations
- Carl Albert State CollegeUS2 papers
- American Association of OrthodontistsUS1 paper
- Appalachian State UniversityUS1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Chinese Academy of Science South America Center for AstronomyCL1 paper
- Delivery of Advanced Network Technology to Europe (United Kingdom)GB1 paper
- Durham UniversityGB1 paper
- École Normale Supérieure de LyonFR1 paper
- ETH ZurichCH1 paper
- Eureka ScientificUS1 paper
- Hôpital Aristide Le DantecSN1 paper
- IAC (United States)US1 paper
10 papers
Controllable Synthetic Clinical Note Generation with Privacy Guarantees
Tal Baumel, Andre Manoel, Daniel Jones +5
In the field of machine learning, domain-specific annotated data is an invaluable resource for training effective models. However, in the medical domain, this data often includes P…
About the ''accurate mode'' of the IEEE 1788-2015 standard for interval arithmetic
Nathalie Revol
The IEEE 1788-2015 standard for interval arithmetic defines three accuracy modes for the so-called set-based flavor: tightest, accurate and valid. This work in progress focuses on…
Exact computations with quasiseparable matrices
Clément Pernet, Hippolyte Signargout, Gilles Villard
Quasi-separable matrices are a class of rank-structured matriceswidely used in numerical linear algebra and of growing interestin computer algebra, with applications in e.g. the li…
Testing interval arithmetic libraries, including their IEEE-1788 compliance
Nathalie Revol, Luis Benet, Luca Ferranti +1
As developers of libraries implementing interval arithmetic, we faced the same difficulties when it came to testing our libraries. What must be tested? How can we devise relevant t…
Approximation speed of quantized vs. unquantized ReLU neural networks and beyond
Antoine Gonon, Nicolas Brisebarre, Rémi Gribonval +1
We deal with two complementary questions about approximation properties of ReLU networks. First, we study how the uniform quantization of ReLU networks with real-valued weights imp…
Affine Iterations and Wrapping Effect: Various Approaches
Nathalie Revol
Affine iterations of the form x(n+1) = Ax(n) + b converge, using real arithmetic, if the spectral radius of the matrix A is less than 1. However, substituting interval arithmetic t…