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Dive into the research topics where Andrzej Ruszczynski is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 2 Finished
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COLLABORATIVE RESEARCH: TIME-CONSISTENT RISK-AVERSE CONTROL OF MARKOV SYSTEMS
National Science Foundation (National Science Foundation (NSF))
9/1/13 → 8/31/16
Project: Research project
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A Stochastic Subgradient Method for Distributionally Robust Non-convex and Non-smooth Learning
Gürbüzbalaban, M., Ruszczyński, A. & Zhu, L., Sep 2022, In: Journal of Optimization Theory and Applications. 194, 3, p. 1014-1041 28 p.Research output: Contribution to journal › Article › peer-review
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Process-based risk measures and risk-averse control of discrete-time systems
Fan, J. & Ruszczyński, A., Jan 2022, In: Mathematical Programming. 191, 1, p. 113-140 28 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
An outer–inner linearization method for non-convex and nondifferentiable composite regularization problems
Pham, M., Lin, X., Ruszczyński, A. & Du, Y., Sep 2021, In: Journal of Global Optimization. 81, 1, p. 179-202 24 p.Research output: Contribution to journal › Article › peer-review
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A stochastic subgradient method for nonsmooth nonconvex multilevel composition optimization
Ruszczynski, A., 2021, In: SIAM Journal on Control and Optimization. 59, 3, p. 2301-2320 20 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Risk-averse learning by temporal difference methods with markov risk measures
Kose, U. & Ruszczynski, A., 2021, In: Journal of Machine Learning Research. 22Research output: Contribution to journal › Article › peer-review
3 Scopus citations