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Bartolomeo Stellato

Talks

Upcoming talks

Contextual Stochastic Optimization
BIRS Workshop,
2025-02.
INFORMS Optimization Society Conference
Atlanta, GA,
2025-03.
Foundations of Data Science Colloquium
Yale,
2025-04.
SIAM Conference on Optimization
Edinburgh, UK,
2025-06.
International Conference on Optimization and Machine Learning
Taiwan,
2025-07.

Broad talks

Real-Time Decision-Making for Clean and Resilient Energy Systems
ISSNAF Franco Strazzabosco Young Investigator Award Symposium
Virtual,
2022-10.
Video

Selected technical talks

Data-driven Analysis of First-Order Methods via Distributionally Robust Optimization
Seminar, Automatic Control Laboratory
EPFL, Lausanne, Switzerland,
2026-01.
Exact Performance Verification of First‑Order Methods in Parametric Convex Optimization
Graph Learning Meets Theoretical Computer Science Workshop
Simons Institute at Berkeley,
2025-08.
Video
Learning Data-Driven Uncertainty sets with Mean Robust Optimization
International Conference on Stochastic Programming
École des Ponts, IP Paris, Paris, France,
2025-07.
Less Pessimistic Analysis of First-Order Methods: Exploiting Structure and Data
SIERRA Team Seminar
INRIA, École Normale Superierue, Paris, France,
2025-06.
Exact Verification of First-order Methods 
via Mixed-Integer Linear Programming
Conference on Discrete Optimization and Machine Learning
Research Institute for Mathematical Sciences (RIMS), Kyoto, Japan,
2025-05.
Data-Driven Algorithm Design and Verification for Parametric Convex Optimization
IEMS Seminar
Northwestern University,
2024-10.
Data-Driven Algorithm Design and Verification for Parametric Convex Optimization
MINDS Seminar
Johns Hopkins University,
2024-09.
Learning for Decision-Making under Uncertainty
Robust Optimization Webinar
Virtual,
2024-05.
Video
Learning for Decision-Making under Uncertainty
Artificial Intelligence and Discrete Optimization Workshop
Institute for Pure and Applied Mathematics (IPAM), UCLA,
2023-03.
Video
Learning for Fast and Robust Real-Time Optimization
Department Seminar, Mechanical Engineering
UC Berkeley,
2022-11.
Mean Robust Optimization
Future of Analytics and OR Workshop at INFORMS
Indianapolis, IN,
2022-10.
Real-time decision-making via data-driven optimization
Cornell ORIE Seminar
CornellTech,
2022-03.
Accelerating quadratic optimization with reinforcement learning
INFORMS Annual Meeting
Anaheim CA,
2021-10.
Real-time decision-making via data-driven optimization
Joint Princeton Robotics and Optimization Seminar
Virtual (Zoom),
2021-05.
Video
A machine learning approach to optimization
INFORMS Annual Meeting 2020
Virtual (Zoom),
2020-11.
A machine learning approach to optimization
Mathematics of Data and Decisions at Davis (MADDD) Seminars
UC Davis (Zoom),
2020-07.
Video
A machine learning approach to optimization
Fields Institute Focus Program on Data Science and Optimization
University of Toronto,
2019-11.
A machine learning approach to optimization
Operations Research Center IAP Seminar
MIT,
2019-01.
Video

Older talks

OSQP: An operator splitting solver for quadratic programs
JuMP Developers Meetup
MIT,
2017-06.
Video
High-speed integer optimal control using approximate dynamic programming
MPC Laboratory Seminars
UC Berkeley,
2016-10.