4 citations · 11 across the 12 of their papers we have counts for
5 papers · 1 filter
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…
An Interactive Interface for Novel Class Discovery in Tabular Data
Colin Troisemaine, Joachim Flocon-Cholet, Stéphane Gosselin +3
Novel Class Discovery (NCD) is the problem of trying to discover novel classes in an unlabeled set, given a labeled set of different but related classes. The majority of NCD method…
Online Learning with Adversaries: A Differential-Inclusion Analysis
Swetha Ganesh, Alexandre Reiffers-Masson, Gugan Thoppe
We introduce an observation-matrix-based framework for fully asynchronous online Federated Learning (FL) with adversaries. In this work, we demonstrate its effectiveness in estimat…
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.…
Stability of local tip pool sizes
Sebastian Müller, Isabel Amigo, Alexandre Reiffers-Masson +1
In directed acyclic graph (DAG)-based distributed ledgers, unreferenced blocks (tips) form the backlog of a distributed queueing system. Each new block creates one tip and attempts…