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Home/Authors/Jayashankar M. Swaminathan

Jayashankar M. Swaminathan

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

ML×1Optimization and Control×1Probability×1Stats Apps×1Stats ML×1

Frequent co-authors

Rahul Roy1×
Nur Sunar1×

Research Timeline

2026
Data-Driven Dynamic Assortment in Online Platforms: Learning about Two Sides

This paper studies a dynamic assortment problem on a two-sided service platform with incomplete information and heterogeneous customers, and develops a data-driven algorithm to learn parameters and optimize the platform's objective over time.

Highlighted terms show continued research focus across papers

Papers

cs.LGmath.OCmath.PREmpiricalRecentJun 9, 2026

Data-Driven Dynamic Assortment in Online Platforms: Learning about Two Sides

Rahul Roy, Nur Sunar, Jayashankar M. Swaminathan

This paper studies a dynamic assortment problem on a two-sided service platform with incomplete information and heterogeneous customers, and develops a data-driven algorithm to learn parameters and op…

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