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Homepage | Bartolomeo Stellato

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Homepage | Bartolomeo Stellato

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Assistant Professor at Princeton University, Operations Research and Financial Engineering

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url https://stella.to/
title Homepage | Bartolomeo Stellato
description Assistant Professor at Princeton University, Operations Research and Financial Engineering
image https://stella.to/assets/images/photos/photo_seo.jpeg
locale en_US
type website

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Ancla Tipo Jugo
Bartolomeo Stellato Externo Pasando Jugo
Department of Operations Research and Financial Engineering Externo Pasando Jugo
Princeton University Externo Pasando Jugo
Department of Electrical and Computer Engineering Externo Pasando Jugo
Department of Computer Science Externo Pasando Jugo
AI at Princeton Externo Pasando Jugo
Princeton Institute for Computational Science and Engineering Externo Pasando Jugo
Center for Statistics and Machine Learning Externo Pasando Jugo
Robotics at Princeton Externo Pasando Jugo
Whitman Externo Pasando Jugo
Yeh Externo Pasando Jugo
research Interna Pasando Jugo
On the (linear) convergence of Generalized Newton Inexact ADMM Externo Pasando Jugo
Transactions on Machine Learning Research Externo Pasando Jugo
Zach Frangella Externo Pasando Jugo
Theo Diamandis Externo Pasando Jugo
Madeleine Udell Externo Pasando Jugo
Vinit Ranjan Externo Pasando Jugo
Data-driven Analysis of First-Order Methods via Distributionally Robust Optimization Interna Pasando Jugo
Colin Jones Externo Pasando Jugo
Daniel Kuhn Externo Pasando Jugo
ScaleOPT Workshop on GPU-Accelerated Scalable Optimization Externo Pasando Jugo
Parth Nobel Externo Pasando Jugo
Learning-Based Hierarchical Approach for Fast Mixed-Integer Optimization Externo Pasando Jugo
Stefan Clarke Externo Pasando Jugo
GeNIOS: an (almost) second-order operator-splitting solver for large-scale convex optimization Externo Pasando Jugo
code Externo Pasando Jugo
Data-driven Analysis of First-Order Methods via Distributionally Robust Optimization Externo Pasando Jugo
Jisun Park Externo Pasando Jugo
Ben Grimmer Externo Pasando Jugo
Tetiana Parshakova Externo Pasando Jugo
Irina Wang Externo Pasando Jugo
Robert Mieth Externo Pasando Jugo
David Coit Externo Pasando Jugo
Coralia Cartis Externo Pasando Jugo
Paul Goulart Externo Pasando Jugo
Manu Upadhyaya Externo Pasando Jugo
Lyapunov analyses for first-order methods: Theory, automation, and algorithm design Externo Pasando Jugo
Pontus Giselson Externo Pasando Jugo
AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs? Externo Pasando Jugo
NeurIPS 2025 Externo Pasando Jugo
algotune.io Externo Pasando Jugo
Data-Driven Performance Guarantees for Classical and Learned Optimizers Externo Pasando Jugo
Rajiv Sambharya Externo Pasando Jugo
Graph Learning Meets Theoretical Computer Science Externo Pasando Jugo
Exact Performance Verification of First‑Order Methods in Parametric Convex Optimization Interna Pasando Jugo
Christopher Morris Externo Pasando Jugo
Andrea Lodi Externo Pasando Jugo
here Externo Pasando Jugo
Verification of First-Order Methods for Parametric Quadratic Optimization Externo Pasando Jugo
Paul Häusner Externo Pasando Jugo
Anushka Acharya Externo Pasando Jugo
ICSP Externo Pasando Jugo
Learning Data-Driven Uncertainty sets with Mean Robust Optimization Interna Pasando Jugo
Aras Selvi Externo Pasando Jugo
Mengmeng Li Externo Pasando Jugo
ICCOPT Externo Pasando Jugo
Ernest Ryu Externo Pasando Jugo
Wotao Yin Externo Pasando Jugo
Jialin Liu Externo Pasando Jugo
Less Pessimistic Analysis of First-Order Methods: Exploiting Structure and Data Interna Pasando Jugo
SIERRA Team Seminar Externo Pasando Jugo
Adrien Taylor Externo Pasando Jugo
Francis Bach Externo Pasando Jugo
Portuguese American Optimization Workshop (PAOW) Externo Pasando Jugo
Tommaso Giovannelli, Externo Pasando Jugo
Luis Nunes Vicente Externo Pasando Jugo
École Polytechnique Externo Pasando Jugo
Leo Liberti Externo Pasando Jugo
OPTIMA Seminar Externo Pasando Jugo
Peter Stuckey Externo Pasando Jugo
Exact Verification of First-order Methods 
via Mixed-Integer Linear Programming Interna Pasando Jugo
Converence on Discrete Optimization and Machine Learning Externo Pasando Jugo
Antoine Deza Externo Pasando Jugo
Sebastian Pokutta Externo Pasando Jugo
Exact Verification of First-order Methods 
via Mixed-Integer Linear Programming Externo Pasando Jugo
Combinatorial Optimization and Data Science Externo Pasando Jugo
Margarida Externo Pasando Jugo
Quentin Externo Pasando Jugo
Utsav Externo Pasando Jugo
Data Compression for Fast Online Stochastic Optimization Externo Pasando Jugo
Marta Fochesato Externo Pasando Jugo
Mean Robust Optimization Externo Pasando Jugo
Exact Verification of First-Order Methods via Mixed-Integer Linear Programming Externo Pasando Jugo
UPenn Optimization Seminar Externo Pasando Jugo
Jason Altschuler Externo Pasando Jugo
EURO Seminar Series on Operational Research and Machine Learning Externo Pasando Jugo
Dolores Romero Morales Externo Pasando Jugo
Ryne Beeson Externo Pasando Jugo
Princeton AI Seed Grant Externo Pasando Jugo
Grid Science Winter School and Conference Externo Pasando Jugo
IEEE CDC Externo Pasando Jugo
Workshop on Control and Optimization in the Probability Space Externo Pasando Jugo
Learning Algorithm Hyperparameters for Fast Parametric Convex Optimization Externo Pasando Jugo
A neural network-based approach to hybrid systems identification for control Externo Pasando Jugo
Filippo Fabiani Externo Pasando Jugo
Daniele Masti Externo Pasando Jugo
Saumya Sinha Externo Pasando Jugo
Yanjun Liu Externo Pasando Jugo
Mean Robust Optimization Externo Pasando Jugo
on Bluesky Externo Pasando Jugo
The Benefit of Uncertainty Coupling in Robust and Adaptive Robust Optimization Externo Pasando Jugo
2025 ONR Young Investigator Award Externo Pasando Jugo
Data-Driven Algorithm Design and Verification for Parametric Convex Optimization Interna Pasando Jugo
Simge Küçükyavuz Externo Pasando Jugo
Data-Driven Algorithm Design and Verification for Parametric Convex Optimization Interna Pasando Jugo
Nicolas Loizou Externo Pasando Jugo
Learning to Accelerate Optimization Algorithms with Guarantees Externo Pasando Jugo
UPenn Engineering Externo Pasando Jugo
Princeton Workshop on Optimization, Learning, and Control Externo Pasando Jugo
here Externo Pasando Jugo
OSQP solver Externo Pasando Jugo
Beale — Orchard-Hays Prize Externo Pasando Jugo
🧵 on X Externo Pasando Jugo
INFORMS Resoundingly Human podcast Externo Pasando Jugo
Equitable Data-Driven Facility Location and Resource Allocation to Fight the Opioid Epidemic Externo Pasando Jugo
Tune in Externo Pasando Jugo
Learning to Warm-Start Fixed-Point Optimization Algorithms Externo Pasando Jugo
Georgina Hall Externo Pasando Jugo
Brandon Amos Externo Pasando Jugo
🧵 on X Externo Pasando Jugo
Robust Optimization Webinar Externo Pasando Jugo
Learning for Decision-Making under Uncertainty Interna Pasando Jugo
here Externo Pasando Jugo
Jannis Kurtz Externo Pasando Jugo
Ahmadreza Marandi Externo Pasando Jugo
Stefano Gualandi Externo Pasando Jugo
Howard B. Wentz, Jr. Junior Faculty Award Externo Pasando Jugo
MIT ORC Externo Pasando Jugo
Haimin Hu Externo Pasando Jugo
Zixu Zhang Externo Pasando Jugo
Princeton Research Day Externo Pasando Jugo
Who Plays First? Optimizing the Order of Play in Stackelberg Games with Many Robots Externo Pasando Jugo
Gabriele Dragotto Externo Pasando Jugo
Jaime Fernandez Fisac Externo Pasando Jugo
here Externo Pasando Jugo
Exterior-point Optimization for Sparse and Low-rank Optimization Externo Pasando Jugo
Shuvomoy Das Gupta Externo Pasando Jugo
Bart Van Parys Externo Pasando Jugo
Data-driven performance guarantees for classical and learned optimizers Externo Pasando Jugo
Learning Decision-Focused Uncertainty Sets in Robust Optimization Externo Pasando Jugo
Autonomy Talk Externo Pasando Jugo
Gioele Zardini Externo Pasando Jugo
Wallace Memorial Fellowship in Engineering Externo Pasando Jugo
Filippo Fabiani Externo Pasando Jugo
Daniele Masti Externo Pasando Jugo
INFORMS Optimization Society Conference Externo Pasando Jugo
Holly Wiberg Externo Pasando Jugo
Seed Grant Externo Pasando Jugo
Adji Bousso Dieng Externo Pasando Jugo
Verification of First-Order Methods for Parametric Quadratic Optimization Externo Pasando Jugo
Conference on Information Sciences and Systems Externo Pasando Jugo
Jan Drgona Externo Pasando Jugo
Mahyar Fazlyab Externo Pasando Jugo
AAAI Workshop on Learnable Optimization Externo Pasando Jugo
Ján Drgoňa Externo Pasando Jugo
Discrete Optimization Talk Externo Pasando Jugo
Differentiable Cutting-plane Layers for Mixed-integer Linear Optimization Externo Pasando Jugo
Silvia Di Gregorio Externo Pasando Jugo
Aleksandr Kazachkov Externo Pasando Jugo
Elias Khalil Externo Pasando Jugo
Department of Computer Science Externo Pasando Jugo
IEEE Conference on Decision and Control Externo Pasando Jugo
Learning Rationality in Potential Games Externo Pasando Jugo
Princeton SEAS Award for Excellence Externo Pasando Jugo
INFORMS Optimization Society Externo Pasando Jugo
Differentiable Cutting-plane Layers for Mixed-integer Linear Optimization Externo Pasando Jugo
thread on X Externo Pasando Jugo
INFORMS Annual Meeting Externo Pasando Jugo
Learning to Warm-Start Fixed-Point Optimization Algorithms Externo Pasando Jugo
code Externo Pasando Jugo
Conference on the Thematic Einstein Semester Externo Pasando Jugo
Mean Robust Optimization Interna Pasando Jugo
DataX Externo Pasando Jugo
International Conference on Stochastic Programming Externo Pasando Jugo
Learning for Robust Optimization Interna Pasando Jugo
new initiative Externo Pasando Jugo
L4DC Externo Pasando Jugo
End-to-End Learning to Warm-Start for Real-Time Quadratic Optimization Externo Pasando Jugo
two minisymposia Externo Pasando Jugo
SIAM Conference on Optimization Externo Pasando Jugo
Dick den Hertog Externo Pasando Jugo
Learning for Optimization under Uncertainty Interna Pasando Jugo
Mixed-Integer Programming Workshop Externo Pasando Jugo
RSQP: Problem-Specific Architectural Customization for Accelerated Convex Quadratic Optimization Externo Pasando Jugo
International Symposium on Computer Architecture Externo Pasando Jugo
Learning for Optimization under Uncertainty Interna Pasando Jugo
Enrique Mallada Externo Pasando Jugo
Learning for Real-Time Embedded Optimization Externo Pasando Jugo
Learning for Optimization under Uncertainty Interna Pasando Jugo
IPAM Workshop on Artificial Intelligence and Discrete Optimization Externo Pasando Jugo
here Externo Pasando Jugo
Xavier Bresson Externo Pasando Jugo
Bistra Dilkina Externo Pasando Jugo
Pascal Van Hentenryck Externo Pasando Jugo
The Benefit of Uncertainty Coupling in Robust and Adaptive Robust Optimization Externo Pasando Jugo
Equitable Data-Driven Resource Allocation to Fight the Opioid Epidemic: A Mixed-Integer Optimization Approach Externo Pasando Jugo
End-to-End Learning to Warm-Start for Real-Time Quadratic Optimization Externo Pasando Jugo
Learning for Fast and Robust Real-Time Optimization Interna Pasando Jugo
UC Berkeley Mechanical Engineering Seminar Externo Pasando Jugo
Francesco Borrelli Externo Pasando Jugo
2022 Franco Strazzabosco Young Investigator Award for Research in Engineering Externo Pasando Jugo
Italian Scientists and Research Scholars in North America Foundation (ISSNAF) Externo Pasando Jugo
Real-Time Decision-Making for Clean and Resilient Energy Systems Interna Pasando Jugo
here Externo Pasando Jugo
Mean Robust Optimization Interna Pasando Jugo
Future of Analytics and Operations Research workshop Externo Pasando Jugo
INFORMS Annual Meeting Externo Pasando Jugo
INFORMS Computing Society Student Paper Award Externo Pasando Jugo
Jaime Fernandez Fisac Externo Pasando Jugo
ICCOPT Externo Pasando Jugo
Vineet Bansal Externo Pasando Jugo
CSML news Externo Pasando Jugo
OSQP Externo Pasando Jugo
Real-time decision-making via data-driven optimization Interna Pasando Jugo
DEIB Department Seminar Externo Pasando Jugo
Maria Prandini Externo Pasando Jugo
Excellence in Teaching Award Externo Pasando Jugo
ORF307 Externo Pasando Jugo
Princeton SEAS Mueller Prize Externo Pasando Jugo
Sigma Xi Book Award Externo Pasando Jugo
this link Externo Pasando Jugo
Real-time decision-making via data-driven optimization Interna Pasando Jugo
Real-time decision-making via data-driven optimization Interna Pasando Jugo
Federico Rossi Externo Pasando Jugo
Embedded Code Generation with CVXPY Externo Pasando Jugo
Princeton SEAS Innovation Award Externo Pasando Jugo
Metropolis Project Externo Pasando Jugo
Online mixed-integer optimization in milliseconds Externo Pasando Jugo
CoCo: Online Mixed-Integer Control via Supervised Learning Externo Pasando Jugo
CVXPY Externo Pasando Jugo
NumFOCUS Externo Pasando Jugo
Accelerating quadratic optimization with reinforcement learning Interna Pasando Jugo
INFORMS Annual Meeting Externo Pasando Jugo
Accelerating Quadratic Optimization with Reinforcement Learning Externo Pasando Jugo
Is Bang-Bang Control All You Need? Solving Continuous Control with Bernoulli Policies Externo Pasando Jugo
NeurIPS 2021 Externo Pasando Jugo
Real-time decision-making via data-driven optimization Interna Pasando Jugo
Joint Princeton Robotics and Optimization Seminar Externo Pasando Jugo
video Externo Pasando Jugo
Machine Learning for Real-Time Heart Disease Prediction Externo Pasando Jugo
paper Externo Pasando Jugo
Mathematical Programming Computation Externo Pasando Jugo
Real-time decision-making via data-driven optimization Interna Pasando Jugo
Alessandro Pinto Externo Pasando Jugo
Pierskalla Best Paper Award Externo Pasando Jugo
COVIDAnalytics Externo Pasando Jugo
ORF522 Externo Pasando Jugo
Princeton Optimization Seminar Externo Pasando Jugo
11ty Externo Pasando Jugo
TailwindCSS Externo Pasando Jugo

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learning 47
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