77 citations
- Université Paris-Est CréteilFR14 papers
- Centre National de la Recherche ScientifiqueFR7 papers
- Laboratoire d'Informatique Algorithmique: Fondements et ApplicationsFR5 papers
- Paris-Est SupFR5 papers
- Institute of Mathematics and Computer ScienceMD3 papers
- Université Paris DiderotFR3 papers
- Åbo Akademi UniversityFI2 papers
- Institut de Mécanique et d'Ingénierie de BordeauxFR2 papers
- Institut national de recherche en sciences et technologies du numériqueFR2 papers
- Laboratoire d'Informatique de Paris-NordFR2 papers
- Laboratoire d'Informatique Gaspard-MongeFR2 papers
- Laboratoire Spécification et VérificationFR2 papers
5 papers · 1 filter
Property-Directed Verification of Recurrent Neural Networks
Igor Khmelnitsky, Daniel Neider, Rajarshi Roy +6
This paper presents a property-directed approach to verifying recurrent neural networks (RNNs). To this end, we learn a deterministic finite automaton as a surrogate model from a g…
Milliken's tree theorem and its applications: a computability-theoretic perspective
Paul-Elliot Anglès d'Auriac, Peter A. Cholak, Damir D. Dzhafarov +2
Milliken's tree theorem is a deep result in combinatorics that generalizes a vast number of other results in the subject, most notably Ramsey's theorem and its many variants and co…
Processes, Systems and Tests: Defining Contextual Equivalences
Clément Aubert, Daniele Varacca
In this position paper, we would like to offer and defend a new template to study equivalences between programs -- in the particular framework of process algebras for concurrent co…
Lower bounds for algebraic machines, semantically
Luc Pellissier, Thomas Seiller
This paper presents a new semantic method for proving lower bounds in computational complexity. We use it to prove that maxflow, a PTIME complete problem, is not computable in poly…
Games Where You Can Play Optimally with Arena-Independent Finite Memory
Patricia Bouyer, Stéphane Le Roux, Youssouf Oualhadj +2
For decades, two-player (antagonistic) games on graphs have been a framework of choice for many important problems in theoretical computer science. A notorious one is controller sy…