Search Results for author: Sreekanth Vempati

Found 6 papers, 1 papers with code

Diversify and Conquer: Bandits and Diversity for an Enhanced E-commerce Homepage Experience

no code implementations25 Sep 2023 Sangeet Jaiswal, Korah T Malayil, Saif Jawaid, Sreekanth Vempati

In the realm of e-commerce, popular platforms utilize widgets to recommend advertisements and products to their users.

Multi-Armed Bandits

Product Review Image Ranking for Fashion E-commerce

no code implementations10 Aug 2023 Sangeet Jaiswal, Dhruv Patel, Sreekanth Vempati, Konduru Saiswaroop

In a fashion e-commerce platform where customers can't physically examine the products on their own, being able to see other customers' text and image reviews of the product is critical while making purchase decisions.

Learning-To-Embed: Adopting Transformer based models for E-commerce Products Representation Learning

no code implementations7 Dec 2022 Lakshya Kumar, Sreekanth Vempati

For both the tasks, we collect an evaluation data from the fashion e-commerce platform and observe that XLNET model outperform other variants with a MRR of 0. 5 for NPR and NDCG of 0. 634 for CR.

Product Recommendation Representation Learning +1

Enabling Hyper-Personalisation: Automated Ad Creative Generation and Ranking for Fashion e-Commerce

no code implementations27 Aug 2019 Sreekanth Vempati, Korah T Malayil, Sruthi V, Sandeep R

The focus of our paper is on generating wide variety of homepage banners that can be made as an input for user level personalization engine.

Personalizing Similar Product Recommendations in Fashion E-commerce

1 code implementation29 Jun 2018 Pankaj Agarwal, Sreekanth Vempati, Sumit Borar

Similar product recommendations is one of the popular modes using which users find products that resonate with their intent.

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