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Kinjal Basu

University of Texas at Dallas

AUTO-DISCERN: Autonomous Driving Using Common Sense Reasoning


Oct 17, 2021
Suraj Kothawade, Vinaya Khandelwal, Kinjal Basu, Huaduo Wang, Gopal Gupta


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CASPR: A Commonsense Reasoning-based Conversational Socialbot


Oct 11, 2021
Kinjal Basu, Huaduo Wang, Nancy Dominguez, Xiangci Li, Fang Li, Sarat Chandra Varanasi, Gopal Gupta

* 4th Proceedings of Amazon Alexa Prize (Alexa Prize 2021) 

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DiscASP: A Graph-based ASP System for Finding Relevant Consistent Concepts with Applications to Conversational Socialbots


Sep 17, 2021
Fang Li, Huaduo Wang, Kinjal Basu, Elmer Salazar, Gopal Gupta

* EPTCS 345, 2021, pp. 205-218 
* In Proceedings ICLP 2021, arXiv:2109.07914 

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Knowledge-Assisted Reasoning of Model-Augmented System Requirements with Event Calculus and Goal-Directed Answer Set Programming


Sep 10, 2021
Brendan Hall, Sarat Chandra Varanasi, Jan Fiedor, Joaquín Arias, Kinjal Basu, Fang Li, Devesh Bhatt, Kevin Driscoll, Elmer Salazar, Gopal Gupta

* EPTCS 344, 2021, pp. 79-90 
* In Proceedings HCVS 2021, arXiv:2109.03988 

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Efficient Algorithms for Global Inference in Internet Marketplaces


Mar 10, 2021
Rohan Ramanath, Sathiya Keerthi, Yao Pan, Konstantin Salomatin, Kinjal Basu


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Knowledge-driven Natural Language Understanding of English Text and its Applications


Jan 27, 2021
Kinjal Basu, Sarat Varanasi, Farhad Shakerin, Joaquin Arias, Gopal Gupta

* Preprint. Accepted by the 35th AAAI Conference (AAAI-21) Main Tracks 

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SQuARE: Semantics-based Question Answering and Reasoning Engine


Sep 22, 2020
Kinjal Basu, Sarat Chandra Varanasi, Farhad Shakerin, Gopal Gupta

* EPTCS 325, 2020, pp. 73-86 
* In Proceedings ICLP 2020, arXiv:2009.09158 

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A Framework for Fairness in Two-Sided Marketplaces


Jun 23, 2020
Kinjal Basu, Cyrus DiCiccio, Heloise Logan, Noureddine El Karoui

* 15 pages, 7 Tables 

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Scalable Assessment and Mitigation Strategies for Fairness in Rankings


Jun 19, 2020
Preetam Nandy, Amir Sepehri, Kinjal Basu, Heloise Logan, Deepak Agarwal, Noureddine El Karoui


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Conversational AI : Open Domain Question Answering and Commonsense Reasoning


Sep 18, 2019
Kinjal Basu

* EPTCS 306, 2019, pp. 396-402 
* In Proceedings ICLP 2019, arXiv:1909.07646 

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Optimal Convergence for Stochastic Optimization with Multiple Expectation Constraints


Jun 15, 2019
Kinjal Basu, Preetam Nandy


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Personalization and Optimization of Decision Parameters via Heterogenous Causal Effects


Feb 04, 2019
Ye Tu, Kinjal Basu, Jinyun Yan, Birjodh Tiwana, Shaunak Chatterjee

* 10 Pages, 5 Figures 

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Analysis of Thompson Sampling for Gaussian Process Optimization in the Bandit Setting


Feb 12, 2018
Kinjal Basu, Souvik Ghosh

* 29 Pages, 7 Figures 

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Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences


Oct 02, 2017
Kinjal Basu, Ankan Saha, Shaunak Chatterjee

* Accepted at NIPS 2017. arXiv admin note: substantial text overlap with arXiv:1602.04391 

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Constrained Multi-Slot Optimization for Ranking Recommendations


May 16, 2017
Kinjal Basu, Shaunak Chatterjee, Ankan Saha

* 12 Pages, 6 figures 

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Large scale multi-objective optimization: Theoretical and practical challenges


Feb 13, 2016
Kinjal Basu, Ankan Saha, Shaunak Chatterjee

* 10 pages, 2 figures, KDD'16 Submitted Version 

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A spatio-spectral hybridization for edge preservation and noisy image restoration via local parametric mixtures and Lagrangian relaxation


Sep 09, 2012
Kinjal Basu, Debapriya Sengupta

* 29 Pages, 13 figures 

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