1 citations · 1 across the 5 of their papers we have counts for
6 papers
Masked Diffusion for Travel Diaries Synthesis
Pascal Jutras-Dubé, Raziq Zaman, Fabian Bastin +2
Because household travel surveys combine household characteristics, variable-length person rosters, vehicle rosters, and trip chains, existing synthesis pipelines split them across…
An augmented Lagrangian algorithm for constrained nonlinear least-squares
Pierre Borie, Fabian Bastin, Stéphane Dellacherie
We present an algorithm for solving nonlinear least-squares problems subject to a mix of nonlinear and linear constraints. The nonlinear constraints are handled by reformulating th…
Structural conditions on trust-region radius updates. Part I: first-order convergence and complexity
Jérémy Rieussec, Fabian Bastin
Trust-region methods differ chiefly in how they update the radius, and each rule has traditionally been analysed on its own terms. We show that three structural conditions on the r…
Prediction of airport on-time performance
Xavier Lemay, Fabian Bastin
We investigate the factors contributing to departure and arrival delays at a major international airport and develop predictive models to estimate both the likelihood and duration…
Analyzing Airline Alliances through Multi-Attribute Graph Partitioning to Maximize Competition and Market Penetration Capability
Khalil Al Handawi, Fabian Bastin
The air transportation market is highly competitive and dynamic. Airlines often form alliances to expand their network reach, improve operational efficiency, and enhance customer e…
Copula-based transferable models for synthetic population generation
Pascal Jutras-Dubé, Mohammad B. Al-Khasawneh, Zhichao Yang +3
Population synthesis involves generating synthetic yet realistic representations of a target population of micro-agents for behavioral modeling and simulation. Traditional methods,…