Multi-Objective Optimization via Wasserstein-Fisher-Rao Gradient Flow

no code implementations • 22 Nov 2023 • Yinuo Ren, Tesi Xiao, Tanmay Gangwani, Anshuka Rangi, Holakou Rahmanian, Lexing Ying, Subhajit Sanyal

Multi-objective optimization (MOO) aims to optimize multiple, possibly conflicting objectives with widespread applications.

Think out of the package: Recommending package types for e-commerce shipments

no code implementations • 5 Jun 2020 • Karthik S. Gurumoorthy, Subhajit Sanyal, Vineet Chaoji

Multiple product attributes like dimensions, weight, fragility, liquid content etc.

eCommerceGAN : A Generative Adversarial Network for E-commerce

no code implementations • 10 Jan 2018 • Ashutosh Kumar, Arijit Biswas, Subhajit Sanyal

Exploring the space of all plausible orders could help us better understand the relationships between the various entities in an e-commerce ecosystem, namely the customers and the products they purchase.

Generative Adversarial Network

MRNet-Product2Vec: A Multi-task Recurrent Neural Network for Product Embeddings

no code implementations • 21 Sep 2017 • Arijit Biswas, Mukul Bhutani, Subhajit Sanyal

E-commerce websites such as Amazon, Alibaba, Flipkart, and Walmart sell billions of products.