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20142026
most citedOptimal stochastic extragradient schemes for pseudomonotone stochastic variational inequality problems and their variants

60 citations · 80 across the 8 of their papers we have counts for

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math.OC2026

Enhancing Model Based Derivative Free Optimization using Direct Search

Zijun Li, Aswin Kannan

We consider single and multiobjective simulation-based optimization problems. Simulation-based optimization has traditionally used both model-based and search-based methods, often…

math.OC2026

Pseudoconvex Problems in Operational Decision Systems: Algorithms for Joint Learning and Optimization

Zijun Li, Aswin Kannan

We consider joint optimization and learning problems arising in real-time decision systems. While most existing work focuses primarily on convex, revenue-based objectives, we exten…