Sourangshu Bhattacharya | DeepAI

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Featured Co-authors

Svetha Venkatesh
121 publications
Pawan Goyal
108 publications
Sunil Gupta
53 publications
Niloy Ganguly
45 publications
Santu Rana
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Srikanta Bedathur
30 publications
Abir De
27 publications
Vuong Le
20 publications
Soumya K Ghosh
16 publications
Rajdeep Mukherjee
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Arshdeep Singh
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∙ 01/14/2023

Opponent-aware Role-based Learning in Team Competitive Markov Games

Team competition in multi-agent Markov games is an increasingly importan...

0 Paramita Koley, et al. ∙

∙ 06/23/2022

Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point Processes

A large fraction of data generated via human activities such as online p...

9 Vinayak Gupta, et al. ∙

∙ 03/14/2022

CheckSel: Efficient and Accurate Data-valuation Through Online Checkpoint Selection

Data valuation and subset selection have emerged as valuable tools for a...

4 Soumi Das, et al. ∙

∙ 01/05/2022

Offsetting Unequal Competition through RL-assisted Incentive Schemes

This paper investigates the dynamics of competition among organizations ...

0 Paramita Koley, et al. ∙

∙ 12/10/2021

MTLTS: A Multi-Task Framework To Obtain Trustworthy Summaries From Crisis-Related Microblogs

Occurrences of catastrophes such as natural or man-made disasters trigge...

0 Rajdeep Mukherjee, et al. ∙

∙ 10/10/2021

PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction

Aspect Sentiment Triplet Extraction (ASTE) deals with extracting opinion...

0 Rajdeep Mukherjee, et al. ∙

∙ 08/26/2021

Scalable End-to-End Training of Knowledge Graph-Enhanced Aspect Embedding for Aspect Level Sentiment Analysis

Aspect level sentiment classification (ALSC) is a difficult problem with...

14 Sk Mainul Islam, et al. ∙

∙ 04/28/2021

Finding High-Value Training Data Subset through Differentiable Convex Programming

Finding valuable training data points for deep neural networks has been ...

14 Soumi Das, et al. ∙

∙ 03/24/2021

Convex Online Video Frame Subset Selection using Multiple Criteria for Data Efficient Autonomous Driving

Training vision-based Urban Autonomous driving models is a challenging p...

9 Soumi Das, et al. ∙

∙ 02/11/2021

Demarcating Endogenous and Exogenous Opinion Dynamics: An Experimental Design Approach

The networked opinion diffusion in online social networks (OSN) is often...

0 Paramita Koley, et al. ∙

∙ 06/10/2020

Scalable Backdoor Detection in Neural Networks

Recently, it has been shown that deep learning models are vulnerable to ...

0 Haripriya Harikumar, et al. ∙

∙ 06/08/2020

Read what you need: Controllable Aspect-based Opinion Summarization of Tourist Reviews

Manually extracting relevant aspects and opinions from large volumes of ...

0 Rajdeep Mukherjee, et al. ∙

∙ 11/06/2019

Map Enhanced Route Travel Time Prediction using Deep Neural Networks

Travel time estimation is a fundamental problem in transportation scienc...

0 Soumi Das, et al. ∙

∙ 11/18/2018

Stark: Fast and Scalable Strassen's Matrix Multiplication using Apache Spark

This paper presents a new fast, highly scalable distributed matrix multi...

0 Chandan Misra, et al. ∙

∙ 01/15/2018

SPIN: A Fast and Scalable Matrix Inversion Method in Apache Spark

The growth of big data in domains such as Earth Sciences, Social Network...

0 Chandan Misra, et al. ∙

∙ 10/06/2016

A Methodology for Customizing Clinical Tests for Esophageal Cancer based on Patient Preferences

Tests for Esophageal cancer can be expensive, uncomfortable and can have...

0 Asis Roy, et al. ∙

∙ 10/16/2012

Mechanism Design for Cost Optimal PAC Learning in the Presence of Strategic Noisy Annotators

We consider the problem of Probably Approximate Correct (PAC) learning o...

0 Dinesh Garg, et al. ∙

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