27 citations · 34 across the 6 of their papers we have counts for
3 papers · 1 filter
Distribution Shift in Airline Customer Behavior during COVID-19
Abhinav Garg, Naman Shukla, Lavanya Marla +1
Traditional AI approaches in customized (personalized) contextual pricing applications assume that the data distribution at the time of online pricing is similar to that observed d…
How to Incorporate Monotonicity in Deep Networks While Preserving Flexibility?
Akhil Gupta, Naman Shukla, Lavanya Marla +2
The importance of domain knowledge in enhancing model performance and making reliable predictions in the real-world is critical. This has led to an increased focus on specific mode…
Adaptive Model Selection Framework: An Application to Airline Pricing
Naman Shukla, Arinbjörn Kolbeinsson, Lavanya Marla +1
Multiple machine learning and prediction models are often used for the same prediction or recommendation task. In our recent work, where we develop and deploy airline ancillary pri…