12 citations · 13 across the 4 of their papers we have counts for
4 papers
Multi-modal Extreme Classification
Anshul Mittal, Kunal Dahiya, Shreya Malani +7
This paper develops the MUFIN technique for extreme classification (XC) tasks with millions of labels where datapoints and labels are endowed with visual and textual descriptors. A…
Are You Comfortable Now: Deep Learning the Temporal Variation in Thermal Comfort in Winters
Betty Lala, Srikant Manas Kala, Anmol Rastogi +2
Indoor thermal comfort in smart buildings has a significant impact on the health and performance of occupants. Consequently, machine learning (ML) is increasingly used to solve cha…
NGAME: Negative Mining-aware Mini-batching for Extreme Classification
Kunal Dahiya, Nilesh Gupta, Deepak Saini +16
Extreme Classification (XC) seeks to tag data points with the most relevant subset of labels from an extremely large label set. Performing deep XC with dense, learnt representation…
Building Matters: Spatial Variability in Machine Learning Based Thermal Comfort Prediction in Winters
Betty Lala, Srikant Manas Kala, Anmol Rastogi +3
Thermal comfort in indoor environments has an enormous impact on the health, well-being, and performance of occupants. Given the focus on energy efficiency and Internet-of-Things e…