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Author

Quoc Tran-Dinh

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2 papers indexed here

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Conference

Unifying Trust-region Algorithms with Adaptive Sampling for Nonconvex Simulation Optimization

Continuous simulation optimization is challenging due to its derivative-free and often nonconvex noisy setting. Trust-region methods have proven remarkable robustness for this class of problems. Each iteration of a trust-region method involves constructing a local model via interpolation or regression within a neighbor...

S. Shashaani, Yunsoo Ha, Quoc Tran-Dinh · 0 citations
Preprint Sep 2026

Distributed Fast Fixed-Point Algorithms for Composite Monotone Inclusions over Networks

This paper aims to develop new and efficient distributed algorithms for solving a class of monotone inclusions, $0 \in \sum_{i=1}^n (G_ix + T_ix)$, over a connected network of $n$ agents, where the single-valued operator $G_i$ and the possibly multivalued operator $T_i$ remain private to agent $i$. Existing distributed...

Nghia Nguyen-Trung, I. Necoara, Quoc Tran-Dinh · 0 citations

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