Recent & Upcoming Talks

2024
Enhancing the convergence speed of line search methods: Applications in Neural Network training

Jun 30, 2024 — Jul 3, 2024   ·   Copenhaguen, Denmark

Project Slides
Enhancing the convergence speed of line search methods: Applications in Neural Network training
An Optimization Model for Determining Access Costs in Rail Freight Transportation

Jun 30, 2024 — Jul 3, 2024   ·   Copenhaguen, Denmark

Project
An Optimization Model for Determining Access Costs in Rail Freight Transportation
Creación de un modelo de probabilidad de victoria para partidos de balonmano mediante técnicas de aprendizaje automático

Jun 19, 2024 — Jun 21, 2024   ·   A Coruña, Spain

Creación de un modelo de probabilidad de victoria para partidos de balonmano mediante técnicas de aprendizaje automático
An optimal control model for determining freight rail transport access costs

May 19, 2024 — May 24, 2024   ·   Carmona, Spain

Project
An optimal control model for determining freight rail transport access costs
2023
The time slots allocation problem in liberalised passenger railway markets: a multi-objective approach

Sep 6, 2023 — Sep 8, 2023   ·   Santander, Spain

Project
The time slots allocation problem in liberalised passenger railway markets: a multi-objective approach
ROBIN: Rail mOBIlity simulatioN

Sep 6, 2023 — Sep 8, 2023   ·   Santander, Spain

Project
ROBIN: Rail mOBIlity simulatioN
Nyström-based approximations for kernel logistic regression: Application to transport choice modelling

Jul 17, 2023 — Jul 21, 2023   ·   Montreal, Canada

Code Project Slides
Nyström-based approximations for kernel logistic regression: Application to transport choice modelling
Optimization techniques for Kernel Logistic Regression on large-scale datasets: A comparative study

Jun 28, 2023 — Jun 30, 2023   ·   Sevilla, Spain

Code Project Slides
Optimization techniques for Kernel Logistic Regression on large-scale datasets: A comparative study
2021
A Unimodal Ordered Logit model for ranked choices

Sep 12, 2021 — Sep 14, 2021   ·   Monte Verità, Ascona, Switzerland

PDF Code
A Unimodal Ordered Logit model for ranked choices
A comparative study of machine learning, deep neural networks and random utility maximization models for travel mode choice modelling

Sep 8, 2021 — Sep 10, 2021   ·   Aveiro, Portugal

Project Slides
A comparative study of machine learning, deep neural networks and random utility maximization models for travel mode choice modelling
A Python package for performing penalized maximum likelihood estimation of conditional logit models using Kernel Logistic Regression

Jul 6, 2021 — Jul 8, 2021   ·   Burgos, Spain

PDF Code Project
A Python package for performing penalized maximum likelihood estimation of conditional logit models using Kernel Logistic Regression
Seminar: Discrete choice modelling using Kernel Logistic Regression

Jun 18, 2021 9:00 AM   ·   École polytechnique fédérale de Lausanne (EPFL), Lausanne

Seminar: Discrete choice modelling using Kernel Logistic Regression
2020
A python package for performing penalized maximum likelihood estimation of conditional logit models using kernel logistic regression

Jun 24, 2020 — Jun 26, 2020   ·   Valencia, Spain (Online)

Code Project Slides Video
A python package for performing penalized maximum likelihood estimation of conditional logit models using kernel logistic regression
2019
Discrete choice modeling using Kernel Logistic Regression

Sep 18, 2019 — Sep 20, 2019   ·   Barcelona, Spain

PDF Project
Discrete choice modeling using Kernel Logistic Regression
A methodology for monitoring traffic flow and air pollution in urban areas

Jul 29, 2019 — Aug 1, 2019   ·   El Escorial, Spain

PDF Slides
A methodology for monitoring traffic flow and air pollution in urban areas