10 citations · 15 across the 4 of their papers we have counts for
12 papers
Reinforcement Learning for ConnectX
Sheel Shah, Shubham Gupta
ConnectX is a two-player game that generalizes the popular game Connect 4. The objective is to get X coins across a row, column, or diagonal of an M x N board. The first player to…
On consistency of constrained spectral clustering under representation-aware stochastic block model
Shubham Gupta, Ambedkar Dukkipati
Spectral clustering is widely used in practice due to its flexibility, computational efficiency, and well-understood theoretical performance guarantees. Recently, spectral clusteri…
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…
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…