Attention based Multi-Modal New Product Sales Time-series Forecasting

1 code implementation • ACM SIGKDD International Conference on Knowledge Discovery & Data Mining 2020 • Vijay Ekambaram, Kushagra Manglik, Sumanta Mukherjee, SURYA SHRAVAN KUMAR SAJJA, Satyam Dwivedi, Vikas Raykar

Trend driven retail industries such as fashion, launch substantial new products every season.

New Product Sales Forecasting Short-observation new product sales forecasting +1

Hyper-local sustainable assortment planning

no code implementations • 27 Jul 2020 • Nupur Aggarwal, Abhishek Bansal, Kushagra Manglik, Kedar Kulkarni, Vikas Raykar

Assortment planning, an important seasonal activity for any retailer, involves choosing the right subset of products to stock in each store. While existing approaches only maximize the expected revenue, we propose including the environmental impact too, through the Higg Material Sustainability Index.