77 citations · 129 across the 18 of their papers we have counts for
5 papers · 1 filter
CoviHawkes: Temporal Point Process and Deep Learning based Covid-19 forecasting for India
Ambedkar Dukkipati, Tony Gracious, Shubham Gupta
Lockdowns are one of the most effective measures for containing the spread of a pandemic. Unfortunately, they involve a heavy financial and emotional toll on the population that of…
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions
Shubham Gupta, Ambedkar Dukkipati
Spectral clustering is popular among practitioners and theoreticians alike. While performance guarantees for spectral clustering are well understood, recent studies have focused on…
End-to-End Attention-based Image Captioning
Carola Sundaramoorthy, Lin Ziwen Kelvin, Mahak Sarin +1
In this paper, we address the problem of image captioning specifically for molecular translation where the result would be a predicted chemical notation in InChI format for a given…
Pure Exploration with Structured Preference Feedback
Shubham Gupta, Aadirupa Saha, Sumeet Katariya
We consider the problem of pure exploration with subset-wise preference feedback, which contains arms with features. The learner is allowed to query subsets of size and rec…
Active Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation
Rishi Hazra, Parag Dutta, Shubham Gupta +2
While deep learning is a powerful tool for natural language processing (NLP) problems, successful solutions to these problems rely heavily on large amounts of annotated samples. Ho…