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cs.LG2021
Conditional Expectation based Value Decomposition for Scalable On-Demand Ride Pooling
Avinandan Bose, Pradeep Varakantham
Owing to the benefits for customers (lower prices), drivers (higher revenues), aggregation companies (higher revenues) and the environment (fewer vehicles), on-demand ride pooling…
cs.CL2021
Changepoint Analysis of Topic Proportions in Temporal Text Data
Avinandan Bose, Soumendu Sundar Mukherjee
Changepoint analysis deals with unsupervised detection and/or estimation of time-points in time-series data, when the distribution generating the data changes. In this article, we…
cs.CV2021
NeurInt : Learning to Interpolate through Neural ODEs
Avinandan Bose, Aniket Das, Yatin Dandi +1
A wide range of applications require learning image generation models whose latent space effectively captures the high-level factors of variation present in the data distribution.…