2 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 1 cited
Revenue Management without Demand Forecasting: A Data-Driven Approach for Bid Price Generation
Ezgi C. Eren, Zhaoyang Zhang, Jonas Rauch +2
Traditional revenue management relies on long and stable historical data and predictable demand patterns. However, meeting those requirements is not always possible. Many industrie…
stat.ML2022★ 2 cited
Machine Learning based Framework for Robust Price-Sensitivity Estimation with Application to Airline Pricing
Ravi Kumar, Shahin Boluki, Karl Isler +2
We consider the problem of dynamic pricing of a product in the presence of feature-dependent price sensitivity. Developing practical algorithms that can estimate price elasticities…
math.OC2013★ 2 cited
Dynamic Service Rate Control for a Single Server Queue with Markov Modulated Arrivals
Ravi Kumar, Mark E. Lewis, Huseyin Topaloglu
We consider the problem of service rate control of a single server queueing system with a finite-state Markov-modulated Poisson arrival process. We show that the optimal service ra…