Presentations at conferences/workshops (speaker underlined):
[2022]
D. Manerba, R. Mansini, S.U. Ngueveu, R. Zanotti. A Piecewise Linear Bounding Approach for the Continuous Pollution Routing Problem. Odysseus2021 - 8th International Workshop on Freight Transportation and Logistics, May 04-10, 2022. Tangier, Morocco
L. Fotio Tiotsop, M. Bierlaire, E. Fadda, D. Manerba. Extreme Value Theory-based Deterministic Equivalent Closed-Form of Stochastic Programs. ECSO-CMS2022 - European Conference on Stochastic Optimization and Computational Management Science Conference, Jun 29-Jul 01, 2022. Venezia, Italy
F. Maggioni, G. Bayraksan, D. Faccini, M. Yang. Bounds for Multistage Mixed-Integer Distributionally Robust Optimization. ECSO-CMS2022 - European Conference on Stochastic Optimization and Computational Management Science Conference, Jun 29-Jul 01, 2022. Venezia, Italy
L. Fotio Tiotsop, M. Bierlaire, E. Fadda, D. Manerba. Stochastic Programs with extreme behaviors-focused second stages: a Deterministic Equivalent Formulation. ODS2022 - International Conference on Optimization and Decision Science. Aug 30-Sep 02, 2022. Florence, Italy
M. Bierlaire, E. Fadda, L. Fotio Tiotsop, D. Manerba. A chance-constraint approach for optimizing social engagement-based services. FedCSIS WCO2022 - Federated Conference on Computer Science and Information Systems, Workshop on Computational Optimization, Sep 04-07, 2022. Sofia, Bulgaria
F. Maggioni. Bounding Multistage Optimization Programs under Uncertainty. PARAOPTXII - 12th International Conference on Parametric Optimization and Related Topics. Sep 12-16, 2022. Augsburg, Germany [Plenary talk]
[2023]
V. Bonomi, D. Manerba, R. Mansini, R. Zanotti. Evaluating the impact of parcels redelivery options in attended home delivery with availability profiles. ULTRAOPTYMAL 1st workshop, May 18, 2023. Bergamo, Italy
D. Bezzi, O. Jabali, F. Maggioni. A threshold recourse policy for the electric vehicle routing problem under uncertain energy consumption. ULTRAOPTYMAL 1st workshop, May 18, 2023. Bergamo, Italy
L. Bertazzi, G. Chagas, L. Coelho, D. Laganà, F. Vocaturo. Online algorithms for an inventory routing problem with uncertain requests. ULTRAOPTYMAL 1st workshop, May 18, 2023. Bergamo, Italy
E. Messina, M. Carbonera, A. Candelieri, X. Chou, M. Ciavotta. Unlocking the power of machine learning for decision making under uncertainty. ULTRAOPTYMAL 1st workshop, May 18, 2023. Bergamo, Italy
F. Maggioni, G. Bayraksan, D. Faccini, M. Yang. Bounds for multistage mixed-integer distributionally robust optimization. ULTRAOPTYMAL 1st workshop, May 18, 2023. Bergamo, Italy
F. Maggioni. Robust and Distributionally Robust Optimization Models for Classification Problems. Joint Workshop Centres for Shipping and Logistics & Energy, Natural Resources and the Environment. May 24-25, 2023. Bergen, Norway
E. Messina. Deep Attributed Graph Embeddings. Joint Workshop Centres for Shipping and Logistics & Energy, Natural Resources and the Environment, May 24-25, 2023. Bergen, Norway
L. Bertazzi, G.O. Chagas, L.C. Coelho, D. Laganà, F. Vocaturo. The multi-vehicle inventory routing problem with online demands. TSL2023 - 10th INFORMS Transportation Science and Logistics Society Conference, Jul 23-26, 2023. Chicago, Illinois, USA
A. Gobbi, D. Manerba, F. Vocaturo. Recourse Strategies for a Stochastic Vehicle Routing Problem with Divisible Deliveries and Pickups. Optimization2023, Jul 24-26, 2023. Aveiro, Portugal
V. Bonomi, D. Manerba, R. Mansini, R. Zanotti. Redelivery options evaluation in Attended Home Delivery with customer availability profiles. Optimization2023, Jul 24-26, 2023. Aveiro, Portugal
F. Maggioni, G. Bayraksan, D. Faccini, M. Yang. Bounding Multistage Mixed-Integer Distributionally Robust Optimization. ICSP2023 - XVI International Conference on Stochastic Programming, Jul 24-28, 2023. Davis, California, USA [Semi-plenary talk]
E. Messina. Active learning for generating scenarios in stochastic programming. International Conference on Bilevel Optimization, August 8-11, 2023. Southampton, UK
A. Gobbi, D. Manerba, F. Vocaturo. A Stochastic Vehicle Routing Problem with Divisible Deliveries and Pickups for Reverse Logistics. ODS2023 - International Conference on Optimization and Decision Science, Sep 04-07, 2023. Ischia, Italy
V. Bonomi, D. Manerba, R. Mansini, R. Zanotti. A parallel ALNS approach for the Attended Home Delivery problem with redelivery options. ODS2023 - International Conference on Optimization and Decision Science, Sep 04-07, 2023. Ischia, Italy
A. Candelieri, X. Chou, F. Archetti, E. Messina. Generating Informative Scenarios via Active Learning. ODS2023 - International Conference on Optimization and Decision Science (ODS2023), Sep 04-07, 2023. Ischia, Italy
F. Maggioni, A. Spinelli. A Robust Nonlinear Support Vector Machine Approach for Vehicles Smog Rating Classification. ODS2023 - International Conference on Optimization and Decision Science, Sep 04-07, 2023. Ischia, Italy
F. Maggioni, G. Bayraksan, D. Faccini, M. Yang. Bounding Multistage Optimization Programs under Uncertainty. XXII Congress of the Italian Mathematical Union (UMI), Sep 04-09, 2023. Pisa, Italy
F. Maggioni, R. De Leone, A. Spinelli. A Multiclass Robust Twin Parametric Margin Support Vector Machine with an Application to Vehicle Emissions. 9th International Conference on Machine Learning, Optimization, and Data Science (LOD2023), Sep 22-26, 2023. Lake District, UK
[2024]
A. Gobbi, D. Manerba, F. Vocaturo. Vehicle Routing Problem with Divisible Deliveries and Pickups under Demand Uncertainty. Odysseus2024 - 9th International Workshop on Freight Transportation and Logistics, May 19-24, 2024. Carmona, Spain
D. Laganà, J. Ohlmann, S. Stoia, F. Vocaturo. Analysis of Locker Usage and Crowdshipping in Stochastic Pickup-and-Delivery. Odysseus2024 - 9th International Workshop on Freight Transportation and Logistics, May 19-24, 2024. Carmona, Spain
A. Gobbi, D. Manerba, F. Vocaturo. On the Stochastic Vehicle Routing Problem with Divisible Deliveries and Pickups. ISCO2024 - International Symposium on Combinatorial Optimization, May 22-24, 2024. Tenerife, Spain
F. Maggioni, F. Dabbene, G. Pflug. Sampling methods for multi-stage robust optimization problems. 33rd European Conference on Operational Research, Jun 30–Jul 03, 2024. Copenhagen, Denmark
A. Gobbi, D. Manerba, F. Vocaturo. A Vehicle Routing Problem with Divisible Deliveries and Pickups under Uncertainty. EURO 2024 - 33rd European Conference on Operational Research, Jun 30–Jul 03, 2024. Copenhagen, Denmark
V. Bonomi, D. Manerba, R. Mansini, R. Zanotti. On the Attended Home Delivery problem with Recovery Options: Economical analysis and solution approaches. EURO 2024 - 33rd European Conference on Operational Research, Jun 30-Jul 03, 2024. Copenhagen, Denmark
F. Maggioni, F. Dabbene, G. Pflug. Sampling methods for multi-stage robust optimization problems. European Conference on Stochastic Optimization and Computational Management Science (ECSO-CMS 2024), Jul 04–05, 2024. Stockholm, Sweden
A. Gobbi, D. Manerba, F. Vocaturo. A Stochastic Programming approach for the Vehicle Routing Problem with Divisible Deliveries and Pickups. ODS2024 - International Conference on Optimization and Decision Science, Sep 08-12, 2024. Badesi (Sardegna), Italy
D. Laganà, J. Ohlmann, S. Stoia, F. Vocaturo. Analysis of a pick-up and delivery system that uses lockers and crowdshipping to meet random requests. TSL2024 - 11th INFORMS Transportation Science and Logistics Society Workshop, Sep 25-27, 2024. Nantes, France
F. Maggioni. Solution Methods for Optimization Problems under Uncertainty in Logistics and Transportation. TSL2024 - 11th INFORMS Transportation Science and Logistics Society Workshop, Sep 25–27, 2024. Nantes, France. [Plenary talk]
[2025]
F. Maggioni. Bounds for multi-horizon stochastic optimization with application to power generation and transmission expansion planning. International Workshop on Equilibria and Applications 2025 (EA25), Jun 12–13, 2025. Brescia, Italy [Plenary talk]
F. Maggioni. Bounding large-scale optimization problems under uncertainty. EURO2025 - 34th European Conference on Operational Research, Jun 22–26, 2025. Leeds, UK. [Keynote talk]
A. Gobbi, D. Manerba, F. Vocaturo. Progressive Hedging-based approach for combined forward and reverse logistics in hub-and-spoke e-commerce networks. ICSP2025 - International Conference on Stochastic Programming, Jul 28-Aug 02, 2025. Champs-sur-Marne (Paris), France
F. Maggioni. Bounding multistage optimization problems under uncertainty. ICSP2025 - International Conference on Stochastic Programming. Jul 28-Aug 01, 2025. Champs-sur-Marne, Paris, France. [Keynote talk]
V. Bonomi, D. Manerba, R. Mansini, R. Zanotti. Multiple Recovery Options and Customer Availability Profiles to face Synchronization Failures in Attended Home Delivery. ULTRAOPTYMAL 2nd workshop, Sep 01, 2025. Milan, Italy
A. Gobbi, D. Manerba, F. Vocaturo. A Stochastic Programming approach for combined forward and reverse logistics in hub-and-spoke e-commerce networks. ULTRAOPTYMAL 2nd workshop, Sep 01, 2025. Milan, Italy
F. Maggioni. Optimization-Driven and Benders Refinement Chains for Efficient Bounds in Stochastic Programming. ULTRAOPTYMAL 2nd workshop, Sep 01, 2025. Milan, Italy
R. Zanotti, D. Manerba, R. Mansini. The price of customer presence in Attended Home Delivery with Customer Availability Profiles. FedCSIS WCO2025 - Federated Conference on Computer Science and Information Systems, Workshop on Computational Optimization, Sep 14-17, 2025. Krakov, Poland
F. Maggioni. Bounds for multi-horizon stochastic optimization with application to power generation and transmission expansion planning. Energy System Modeling Workshop, Nov 2025. Graz, Austria [Plenary talk]
Organized special sessions at conferences/workshops:
Invited session: Robust and Stochastic Routing Problems. EURO 2024 - 33rd European Conference on Operational Research, Jun 30-Jul 03, 2024. Copenhagen, Denmark [organized by F. Maggioni, F. Vocaturo, and D. Manerba]
Invited session: Urban Logistics and sustainable TRAnsportation: OPtimization under uncertainTY and MAchine Learning. EURO 2024 - 33rd European Conference on Operational Research, Jun 30-Jul 03, 2024. Copenhagen, Denmark [organized by F. Maggioni]
Invited session: Location and transportation problems under uncertainty. EURO 2024 - 33rd European Conference on Operational Research, Jun 30-Jul 03, 2024. Copenhagen, Denmark [organized by F. Maggioni and F. Vocaturo]
Invited session: Stochastic Vehicle Routing Problems. EURO 2025 - 34th European Conference on Operational Research, Jun 22-Jun 25, 2025. Leeds, UK [organized by F. Maggioni and F. Vocaturo]
Invited session: Optimization under uncertainty in Logistics and Transportation. EURO2025 - 34th European Conference on Operational Research, Jun 22-25, 2025. Leeds, UK [organized by F. Maggioni]
Invited session: Robust and Distributionally Robust Optimization - Theory and Applications. EURO2025 - 34th European Conference on Operational Research, Jun 22-25, 2025. Leeds, UK [organized by F. Maggioni]
Mini-symposium: Decomposition methods for solving Stochastic Programming problems in Logistics and Transportation. ICSP2025 - International Conference on Stochastic Programming, Jul 28-Aug 01, 2025. Champs-sur-Marne, Paris, France [organized by F. Maggioni and D. Manerba]
Invited seminars, speeches, and other appearances
[Online presentation] D. Manerba has been invited to present the ULTRAOPTYMAL project and the related experience as a young researcher in "INCONTRO FORMATIVO: VINCERE UN GRANT GIOVANI RICERCATORI - Bandi AIRC e PRIN" organized by Università degli Studi di Brescia. Sep 08, 2022. Official link
[Seminar] E. Messina. Auto-Encoders and Generative Adversarial Networks for learning multivariate joint probability distributions. University of Bergen, Norway. Nov 14, 2023
[Seminar] E. Messina. The Generative Power of Deep Learning: Variational Auto-Encoders and Generative Adversarial Networks for scenario generation". Università degli Studi della Campania Luigi Vanvitelli, Italy. Dec 14, 2023.
[Online seminar] F. Maggioni. Bounding Multistage Optimization Programs under Uncertainty. Online seminar series organized by A. Subramanian in collaboration with AIRO Young. May 11, 2023
[Seminar] F. Maggioni. Ottimizzazione e Machine Learning. Summer school "Matematica e Intelligenza Artificiale: modelli e algoritmi per le macchine che apprendono". San Pellegrino Terme, Bergamo, Italy. Sep 4, 2023
[Seminar] F. Maggioni. Ottimizzazione in condizioni di incertezza. Almo Collegio Borromeo, Pavia, Italy. Apr 04, 2024
[Lecturer] F. Maggioni. Bounds and approximations for sequential optimization problems under uncertainty. EURO Summer Institute - Decision-making under uncertainty for commodities and financial markets, Sep 15–25, 2024. Ischia, Naples, Italy
[Seminar] D. Manerba. Synchronization failures management through an Attended Home Delivery problem with Customer Availability Profiles and multiple recovery options. University of Mannheim, Germany. Sep 19, 2024
[Online seminar] F. Maggioni. Bounding Multistage Optimization Problems under Uncertainty. Tutorial talk, SPS Seminar Series. Nov 08, 2024. Official link
[Lecturer] F. Maggioni. Bounding techniques in optimization under uncertainty. 2nd Copenhagen School of Stochastic Programming, Jun 25–28, 2024. Copenhagen, Denmark
[Seminar] F. Maggioni. Bounding and Sampling Methods for Multi-Stage Optimization Problems Under Uncertainty. Stevens Institute of Technology, Hoboken (NJ), USA. Mar 12, 2025
[Lecturer] F. Maggioni. Bounding multistage and multihorizon optimization problems under uncertainty. Winter School Planning Under Uncertainty in Energy Markets, Apr 06–11, 2025. NORDAB – The Norwegian Doctoral Academy in Business, Kvitfjell, Norway
[Seminar] F. Maggioni. Intelligenza Artificiale: opportunità e rischi, Intelligenza Artificiale: dall'uomo alla macchina, un viaggio tra scienza, etica e futuro. Algosaggia, Sondrio, Italy. Apr 14, 2025. Official link
[Online seminar] F. Maggioni. Sampling and Bounding Methods for Multistage Robust and Distributionally Robust Optimization. Robust Optimization Webinar (ROW). May 02, 2025. Official link
[Online seminar] F. Maggioni. Learning Fair and Robust Support Vector Machine Models. EURO online seminar series on Operational Research and Machine Learning. May 12, 2025. Official link
[Lecturer] F. Maggioni. Solution methods for optimization problems under uncertainty in Logistics and transportation. 1st VeRoLog PhD School, Jun 16-19, 2025. Trento, Italy
[Lecturer] F. Maggioni. Bounds and approximations for sequential decision problems under uncertainty. PhD Winter School on Advanced Stochastic Optimization, Dec 01–05, 2025. Trondheim, Norway