no code implementations • 11 Dec 2022 • Lejun Zhou, Lavanya Marla, Varun Gupta, Ankur Mani
However, many countries and regions are not prepared for the emergence of this phenomenon, and the limited supply of LMO has resulted in unsatisfied usage needs in many regions.
no code implementations • 29 Nov 2021 • Abhinav Garg, Naman Shukla, Lavanya Marla, Sriram Somanchi
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 during training.
no code implementations • 20 Aug 2021 • Boya Hou, Subhonmesh Bose, Lavanya Marla, Kiruba Haran
We then illustrate that smart charging and minor modifications to flight schedules can substantially reduce peak power demands, and in turn the needs for grid infrastructure upgrade.
no code implementations • 1 Nov 2019 • Lavanya Marla, Lav R. Varshney, Devavrat Shah, Nirmal A. Prakash, Michael E. Gale
We show this notion of pipelined network flow is optimized using network paths that are both short and wide, and develop efficient algorithms to compute such paths for given pairs of nodes and for all-pairs.
1 code implementation • 24 Sep 2019 • Akhil Gupta, Naman Shukla, Lavanya Marla, Arinbjörn Kolbeinsson, Kartik Yellepeddi
We focus on incorporating monotonic trends, and propose a novel gradient-based point-wise loss function for enforcing partial monotonicity with deep neural networks.
no code implementations • 21 May 2019 • Naman Shukla, Arinbjörn Kolbeinsson, Lavanya Marla, Kartik Yellepeddi
Multiple machine learning and prediction models are often used for the same prediction or recommendation task.
no code implementations • 6 Feb 2019 • Naman Shukla, Arinbjörn Kolbeinsson, Ken Otwell, Lavanya Marla, Kartik Yellepeddi
We also measure the real-world business impact of these approaches by deploying them in an A/B test on an airline's internet booking website.