10 citations · 17 across the 5 of their papers we have counts for
5 papers
Jacobian Descent for Multi-Objective Optimization
Pierre Quinton, Valérian Rey
Many optimization problems require balancing multiple conflicting objectives. To generalize gradient descent, which is limited to single-objective optimization, we introduce Jacobi…
AI-augmented Automation for Real Driving Prediction: an Industrial Use Case
Romina Eramo, Hamzeh Eyal Salman, Matteo Spezialetti +3
The risen complexity of automotive systems requires new development strategies and methods to master the upcoming challenges. Traditional methods need thus to be changed by an incr…
An Image Source Method Framework for Arbitrary Reflecting Boundaries
Pierre Quinton, Pablo Martínez-Nuevo, Martin B. Møller
We propose a theoretical framework for the image source method that generalizes to arbitrary reflecting boundaries, e.g. boundaries that are curved or even with certain openings. F…
The Optimal Memory-Rate Trade-off for the Non-uniform Centralized Caching Problem with Two Files under Uncoded Placement
Saeid Sahraei, Pierre Quinton, Michael Gastpar
A new scheme for the problem of centralized coded caching with non-uniform demands is proposed. The distinguishing feature of the proposed placement strategy is that it admits equa…
A Novel Centralized Strategy for Coded Caching with Non-uniform Demands
Pierre Quinton, Saeid Sahraei, Michael Gastpar
Despite significant progress in the caching literature concerning the worst case and uniform average case regimes, the algorithms for caching with nonuniform demands are still at a…