Author

Rohan Ghuge

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Oct 2026

Semibandit Learning for Monotone Stochastic Optimization

Learning When Demand Is Unknown Airlines launching new routes cannot wait for years of historical data before deciding how many seats to offer at each fare or what prices to charge. They must learn when operating, often from incomplete feedback: selling 30 economy plus seats does not reveal whether demand was 30, 40,...

Rohan Ghuge, Zheng-Jia Zhuo, Arpit Agarwal et al. · Operational Research · 1 citation

#machine learning Preprint Oct 2026

Near-Optimal Regret Bounds for Monotone Stochastic Optimization under Semi-Bandit Feedback

Stochastic optimization models sequential decision-making under uncertainty, typically assuming known input distributions. When these distributions are unknown, \citet{agarwal2026semibandit} give an online-to-offline reduction for monotone stochastic optimization under semi-bandit feedback, where only probed variables...

Tao Hu, Rohan Ghuge · 0 citations