Search Results for author: Mayank Shrivastava

Found 3 papers, 1 papers with code

CASPR: Customer Activity Sequence-based Prediction and Representation

1 code implementation16 Nov 2022 Pin-Jung Chen, Sahil Bhatnagar, Sagar Goyal, Damian Konrad Kowalczyk, Mayank Shrivastava

When applying these advancements to tabular data researchers deal with data heterogeneity, variations in customer engagement history or the sheer volume of enterprise datasets.

Feature Engineering Representation Learning

Federated Graph Representation Learning using Self-Supervision

no code implementations27 Oct 2022 Susheel Suresh, Danny Godbout, Arko Mukherjee, Mayank Shrivastava, Jennifer Neville, Pan Li

1. 7% gains compared to individual client specific self-supervised training and (2) we construct and introduce a new cross-silo dataset called Amazon Co-purchase Networks that have both the characteristics of the motivated problem setting.

Federated Learning Graph Representation Learning

Max-Quantile Grouped Infinite-Arm Bandits

no code implementations4 Oct 2022 Ivan Lau, Yan Hao Ling, Mayank Shrivastava, Jonathan Scarlett

In this paper, we consider a bandit problem in which there are a number of groups each consisting of infinitely many arms.

Cannot find the paper you are looking for? You can Submit a new open access paper.