21 citations · 24 across the 6 of their papers we have counts for
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cs.LG2021
SSMF: Shifting Seasonal Matrix Factorization
Koki Kawabata, Siddharth Bhatia, Rui Liu +2
Given taxi-ride counts information between departure and destination locations, how can we forecast their future demands? In general, given a data stream of events with seasonal pa…
cs.LG2020★ 1 cited
Directed Graph Representation through Vector Cross Product
Ramanujam Madhavan, Mohit Wadhwa
Graph embedding methods embed the nodes in a graph in low dimensional vector space while preserving graph topology to carry out the downstream tasks such as link prediction, node r…
cs.LG2020★ 21 cited
Fairness-Aware Learning with Prejudice Free Representations
Ramanujam Madhavan, Mohit Wadhwa
Machine learning models are extensively being used to make decisions that have a significant impact on human life. These models are trained over historical data that may contain in…