16 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- New York UniversityUS4 papers
- Centre National de la Recherche ScientifiqueFR1 paper
- École Polytechnique Fédérale de LausanneCH1 paper
- Google (United States)US1 paper
- International Laboratory on Learning Systems1 paper
- Laboratoire d'Analyse et d'Architecture des SystèmesFR1 paper
- Laboratoire des signaux et systèmesFR1 paper
- Laboratoire des systèmes et applications des technologies de l'information et de l'énergieFR1 paper
- LIP6FR1 paper
- Max Planck Institute for Intelligent SystemsDE1 paper
- Metropolitan Community CollegeUS1 paper
- Nanjing UniversityCN1 paper
6 papers
Coupled Local and Global World Models for Efficient First Order RL
Joseph Amigo, Rooholla Khorrambakht, Nicolas Mansard +1
World models offer a promising avenue for more faithfully capturing complex dynamics, including contacts and non-rigidity, as well as complex sensory information, such as visual pe…
Solving the Correlation Cluster LP in Sublinear Time
Nairen Cao, Vincent Cohen-Addad, Shi Li +7
Correlation Clustering is a fundamental and widely-studied problem in unsupervised learning and data mining. The input is a graph and the goal is to construct a clustering minimizi…
Beyond the Norms: Detecting Prediction Errors in Regression Models
Andres Altieri, Marco Romanelli, Georg Pichler +2
This paper tackles the challenge of detecting unreliable behavior in regression algorithms, which may arise from intrinsic variability (e.g., aleatoric uncertainty) or modeling err…
Risk-Sensitive Extended Kalman Filter
Armand Jordana, Avadesh Meduri, Etienne Arlaud +2
In robotics, designing robust algorithms in the face of estimation uncertainty is a challenging task. Indeed, controllers often do not consider the estimation uncertainty and only…
Multitenant Containers as a Service (CaaS) for Clouds and Edge Clouds
Berat Can Senel, Maxime Mouchet, Justin Cappos +3
Cloud computing, offering on-demand access to computing resources through the Internet and the pay-as-you-go model, has marked the last decade with its three main service models; I…
Nonlinear PDEs risen when solving some optimization problems in finance, and their solutions
Andrey Itkin
We consider a specific type of nonlinear partial differential equations (PDE) that appear in mathematical finance as the result of solving some optimization problems. We review som…