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