68 citations · 122 across the 10 of their papers we have counts for
3 papers · 1 filter
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…