Xianyu Li

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All published works

Action	Title	Year	Authors
+	Data-driven contextual robust optimization based on support vector clustering	2025	Xianyu Li Fenglian Dong Zhiwei Wei Chao Shang

Common Coauthors

Coauthor	Papers Together
Chao Shang	1
Zhiwei Wei	1
Fenglian Dong	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Technical Note—Convex Programming with Set-Inclusive Constraints and Applications to Inexact Linear Programming	1973	A. L. Soyster	1
+	Robust solutions of uncertain linear programs	1999	Aharon Ben‐Tal Arkadi Nemirovski	1
+	Robust solutions of Linear Programming problems contaminated with uncertain data	2000	Aharon Ben‐Tal Arkadi Nemirovski	1
+ PDF Chat	A practical guide to robust optimization	2015	Bram L. Gorissen İhsan Yanıkoğlu Dick den Hertog	1
+ PDF Chat	Robust Solutions to Uncertain Semidefinite Programs	1998	Laurent El Ghaoui François Oustry Hervé Lebret	1
+	Robust Convex Optimization	1998	Aharon Ben‐Tal Arkadi Nemirovski	1
+ PDF Chat	Robust linear optimization under general norms	2004	Dimitris Bertsimas Dessislava A. Pachamanova Melvyn Sim	1
+	Robust series–parallel systems design under combined interval–ellipsoidal uncertainty sets	2015	Roya Soltani Jalal Safari Seyed Jafar Sadjadi	1
+	Robust Optimization in High-Dimensional Data Space with Support Vector Clustering	2018	Chao Shang Fengqi You	1
+ PDF Chat	Optimization under uncertainty in the era of big data and deep learning: When machine learning meets mathematical programming	2019	Chao Ning Fengqi You	1
+ PDF Chat	From Predictive to Prescriptive Analytics	2019	Dimitris Bertsimas Nathan Kallus	1
+	The Elements of Statistical Learning: Data Mining, Inference, and Prediction 2nd Edition	2020	Trevor Hastie Robert Tibshirani Jerome H. Friedman	1
+	Residuals-based distributionally robust optimization with covariate information	2023	Rohit Kannan Güzi̇n Bayraksan James Luedtke	1
+ PDF Chat	A Predictive Prescription Using Minimum Volume k-Nearest Neighbor Enclosing Ellipsoid and Robust Optimization	2021	Shunichi Ohmori	1
+ PDF Chat	<i>A Posteriori</i> Probabilistic Bounds of Convex Scenario Programs With Validation Tests	2020	Chao Shang Fengqi You	1
+	Probabilistic Conformal Prediction Using Conditional Random Samples	2022	Zhendong Wang Ruijiang Gao Mingzhang Yin Mingyuan Zhou David M. Blei	1
+	A survey of contextual optimization methods for decision-making under uncertainty	2024	Utsav Sadana Abhilash Chenreddy Erick Delage Alexandre Forel Emma Frejinger Thibaut Vidal	1