4 citations · 6 across the 3 of their papers we have counts for
3 papers
Online Learning of Weakly Coupled MDP Policies for Load Balancing and Auto Scaling
S. R. Eshwar, Lucas Lopes Felipe, Alexandre Reiffers-Masson +2
Load balancing and auto scaling are at the core of scalable, contemporary systems, addressing dynamic resource allocation and service rate adjustments in response to workload chang…
Certainty Equivalence Control-Based Heuristics in Multi-Stage Convex Stochastic Optimization Problems
Chen Yan, Alexandre Reiffers-Masson
We examine a multi-stage stochastic optimization problem characterized by stagewise-independent, decision-dependent noises with strict constraints. The problem assumes convexity in…
Novel Class Discovery: an Introduction and Key Concepts
Colin Troisemaine, Vincent Lemaire, Stéphane Gosselin +3
Novel Class Discovery (NCD) is a growing field where we are given during training a labeled set of known classes and an unlabeled set of different classes that must be discovered.…