Top Tweets for #Robustoptimization
Subject to: Aharon Ben-Tal (Technion, Israel), https://t.co/YObNaMoK17, #orms #optimization #robustoptimization @TechnionLive @TelAvivUni @NorthwesternU @INFORMS @siam @TheSIAMNews
Over-optimization creates fragile systems that fail in live markets. Parameter stability and walk-forward testing help ensure robustness. Strong systems work well across ranges, not just at optimal points.
#Overfitting #WalkForward #RobustOptimization #QuantTrading
Check this newly published article "Two-Stage Distributionally #RobustOptimization for an Asymmetric #LossAversion #Portfolio via #DeepLearning" at https://t.co/MBKMxuw4A1
Authors: Xin Zhang, Shancun Liu and Jingrui Pan
#mdpisymmetry #lossaversion
@Beihang1952
@ComSciMath_Mdpi
A new Special Issue opens for submission!
Title: #AIDriven #Optimization Under Symmetry and Uncertainty in #SmartManufacturing Systems
Editor: Achraf Touil and Rachid Oucheikh
Details: https://t.co/x0F1L1fMFK
#callforpapers #mdpisymmetry #Industry40 #robustoptimization
Last week took place the 2025 EURO Conference in Leeds, celebrating the 50th anniversary of EURO — an inspiring gathering of the operations research community!
#EURO2025 #OperationsResearch #EWGSO #StochasticOptimization #RobustOptimization #Leeds2025 #SpecialIssue
#RobustOptimization #Uncertainty #Python
I wrote an article titled 'Robust Optimization： Making Decisions Under Uncertainty'.
https://t.co/YxgduygcOX
Developed by @LiuGalen and his team at #cuhksz, HWC-Loco is a hierarchical control framework for #humanoidrobots. With #robustoptimization & whole-body control, it excels in scalability, adaptability & real-world tasks, and serves as a solution for safety-critical applications.
Happy to share this new article on Sampling Methods for Multi-Stage Robust Optimization Problems, available today in Annals of Operations Research, join work with Fabrizio Dabbene and Georg Pflug.
https://t.co/PFrhOVRLoE
#robustoptimization #constraintsampling
Happy to share this new article "A novel robust optimization model for nonlinear Support Vector Machine" available in European Journal of Operational Reseach, joint work with A. Spinelli:
https://t.co/ywqZjQLrUE
#machinelearning #classification #robustoptimization
In our new work, with @matbesancon, we study #robustoptimization problems from an oracle perspective. We develop #FrankWolfe type algorithms applied to a smoothed version of the problem, which converge to an optimal solution within a certain number of oracle calls. 1/n
Our work on data-driven predictions of relevant start scenarios in #robustoptimization is now published and online available:
https://t.co/xHKnS1dA0R
In our work we tackle (two-stage) robust combinatorial optimization problems which are extremely hard to solve.
The extended version of our work on #DeepLearning for Two-Stage Robust Integer Optimization is available now:
https://t.co/T0BGMkL8kc
Our new version of the algorithm can tackle two-stage #robustoptimization problems with uncertainty in the constraints and integer decisions.
The next Robust Optimization Webinar will take place this Friday, October 18, at 15:00 (CET).
Speaker: Adam Kasperski (Wrocław University of Science and Technology)
Title: Recoverable robust shortest path problem
#ROW #RobustOptimization
In my new work I study k-adaptability problems which can be used to approximate two-stage robust optimization problems. I derive bounds on k which guarantee optimality.
Link: https://t.co/tEriajw1h2
#robustoptimization #kadaptability
My presentation on #DeepLearning in #RobustOptimization I gave at the CO@Work workshop is now online (as many of the other talks).
https://t.co/UvDLx91aoe
Big thanks to Timo Berthold and all other organizers for the invitation and the great organization of the workshop.
Piero Gasparotto et al.: TORO Indexer: a PyTorch-based indexing algorithm for kilohertz serial crystallography #SerialCrystallography #RobustOptimization #RealTimeIndexing ... #IUCr https://t.co/MYEIN3EQ0b
Check out 2023 #MostRead paper of TELO, "Saddle Point Optimization with Approximate Minimization Oracle and Its Application to Robust Berthing Control." https://t.co/b1Lia2Rhfv @TELOACM1
#robustoptimization #openaccess
Our paper on using neural networks to speed up solution methods for two-stage robust optimization problems got published now at #ICLR2024 Conference.
You can find the updated version here: https://t.co/Dw1jt1klZK
#robustoptimization
#neuralnetworks
Our new work about integrating #neuralnetwork predictions into algorithmic frameworks for solving two-stage #robustoptimization problems is out: https://t.co/T0BGMkL8kc
Thanks a lot to @lyeskhalil and especially to Justin Dumouchelle and @_estherjulien who made this work!
Robust Virtual Network Function Optimization Under Post-Failure Uncertainty: Classical & Quantum Computing #TechRxiv #QuantumComputing #RobustOptimization #VirtualNetworkFunction
https://t.co/0pUkFzZfSD
#OpenAccess #Paper only for 50 days by Antonio F. Rodríguez, @P_Linares, Manuel Pérez & Juan C. Romero, researchers at @IIT_Comillas @Comillas_ICAI @UCOMILLAS
https://t.co/TrHp84D53h
#Strategicenergyplanning #Decisionsupport #Uncertainty #Robustness #Robustoptimization #Regret
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