Marla, Lavanya
- How to Incorporate Monotonicity in Deep Networks While Preserving Flexibility?
2019/09/24 by Akhil Gupta, Gupta, Akhil, Naman Shukla +7 · 6 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #cs.LG
- Dynamic Pricing for Airline Ancillaries with Customer Context
2019/02/06 by Naman Shukla, Shukla, Naman, Arinbjörn Kolbeinsson +7 · 1 citation
Computer Science · Mathematics · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CY #cs.LG #stat.ML
- Adaptive Model Selection Framework: An Application to Airline Pricing
2019/05/21 by Naman Shukla, Shukla, Naman, Arinbjörn Kolbeinsson +5 · 2 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Reinforcement Learning in Robotics #cs.LG #stat.ML