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20012025
most citedTSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting

274 citations

Showing 2020Show all

7 papers · 1 filter

cs.AI2020★ 10 cited

Joint Spatio-Textual Reasoning for Answering Tourism Questions

Danish Contractor, Shashank Goel, Mausam +1

Our goal is to answer real-world tourism questions that seek Points-of-Interest (POI) recommendations. Such questions express various kinds of spatial and non-spatial constraints,…

cs.CR2020

Reliable, Fair and Decentralized Marketplace for Content Sharing Using Blockchain

Prabal Banerjee, Chander Govindarajan, Praveen Jayachandran +1

Content sharing platforms such as Youtube and Vimeo have promoted pay per view models for artists to monetize their content. Yet, artists remain at the mercy of centralized platfor…

cs.CY2020

Explainable AI based Interventions for Pre-season Decision Making in Fashion Retail

Shravan Sajja, Nupur Aggarwal, Sumanta Mukherjee +3

Future of sustainable fashion lies in adoption of AI for a better understanding of consumer shopping behaviour and using this understanding to further optimize product design, deve…

cs.LG2020★ 4 cited

Unsupervised Learning of KB Queries in Task-Oriented Dialogs

Dinesh Raghu, Nikhil Gupta, Mausam

Task-oriented dialog (TOD) systems often need to formulate knowledge base (KB) queries corresponding to the user intent and use the query results to generate system responses. Exis…

eess.SY2020★ 4 cited

A Stochastic Game Framework for Efficient Energy Management in Microgrid Networks

Shravan Nayak, Chanakya Ajit Ekbote, Annanya Pratap Singh Chauhan +5

We consider the problem of energy management in microgrid networks. A microgrid is capable of generating a limited amount of energy from a renewable resource and is responsible for…

cs.DC2020★ 40 cited

Ownership preserving AI Market Places using Blockchain

Nishant Baranwal Somy, Kalapriya Kannan, Vijay Arya +4

We present a blockchain based system that allows data owners, cloud vendors, and AI developers to collaboratively train machine learning models in a trustless AI marketplace. Data…