- 2020
- Umang Soni
, Saksham Gupta, Taranjeet Singh, Yash Vardhan, Vipul Jain:
Predictive Model of Solar Irradiance Using Artificial Intelligence: An Indian Subcontinent Case Study. Int. J. Inf. Retr. Res. 10(2): 81-98 (2020) - Gianpaolo Tomaselli
, Lalit Garg
, Vipul Gupta, Peter Xuereb, Sandra Buttigieg
:
Corporate Social Responsibility Application in the Healthcare Sector: A Bibliometric Analysis and Synthesis. Int. J. Inf. Syst. Soc. Chang. 11(1): 11-23 (2020) - Yaoqing Yang, Jichan Chung, Guanhua Wang, Vipul Gupta
, Adarsh Karnati, Kenan Jiang, Ion Stoica, Joseph Gonzalez
, Kannan Ramchandran:
Robust Class Parallelism - Error Resilient Parallel Inference with Low Communication Cost. ACSSC 2020: 1064-1065 - Vipul Gupta
, Swanand Kadhe, Thomas A. Courtade, Michael W. Mahoney, Kannan Ramchandran:
OverSketched Newton: Fast Convex Optimization for Serverless Systems. IEEE BigData 2020: 288-297 - Haewon Jeong
, Yaoqing Yang, Vipul Gupta, Christian Engelmann, Tze Meng Low, Viveck R. Cadambe, Kannan Ramchandran, Pulkit Grover
:
3D Coded SUMMA: Communication-Efficient and Robust Parallel Matrix Multiplication. Euro-Par 2020: 392-407 - Vipul Gupta
, Dominic Carrano, Yaoqing Yang, Vaishaal Shankar, Thomas A. Courtade, Kannan Ramchandran:
Serverless Straggler Mitigation using Error-Correcting Codes. ICDCS 2020: 135-145 - Vipul Gupta, Santiago Akle Serrano, Dennis DeCoste:
Stochastic Weight Averaging in Parallel: Large-Batch Training That Generalizes Well. ICLR 2020 - Vipula Rawte
, Aparna Gupta
, Mohammed J. Zaki
:
A Comparative Analysis of Temporal Long Text Similarity: Application to Financial Documents. MIDAS@PKDD/ECML 2020: 77-91 - Ambuje Gupta, Harsh Kataria, Souvik Mishra, Tapas Badal, Vipul Mishra:
BennettNLP at SemEval-2020 Task 8: Multimodal sentiment classification Using Hybrid Hierarchical Classifier. SemEval@COLING 2020: 1085-1093 - Vipul Gupta, Santiago Akle Serrano, Dennis DeCoste:
Stochastic Weight Averaging in Parallel: Large-Batch Training that Generalizes Well. CoRR abs/2001.02312 (2020) - Vipul Gupta, Dominic Carrano, Yaoqing Yang, Vaishaal Shankar, Thomas A. Courtade, Kannan Ramchandran:
Serverless Straggler Mitigation using Local Error-Correcting Codes. CoRR abs/2001.07490 (2020) - Vipul Gupta, Soham R. Phade, Thomas A. Courtade, Kannan Ramchandran:
Utility-based Resource Allocation and Pricing for Serverless Computing. CoRR abs/2008.07793 (2020) - Vipul Gupta, Dhruv Choudhary, Ping Tak Peter Tang, Xiaohan Wei, Xing Wang, Yuzhen Huang, Arun Kejariwal, Kannan Ramchandran, Michael W. Mahoney:
Fast Distributed Training of Deep Neural Networks: Dynamic Communication Thresholding for Model and Data Parallelism. CoRR abs/2010.08899 (2020) - Amirali Aghazadeh, Vipul Gupta, Alex DeWeese, Onur Ozan Koyluoglu, Kannan Ramchandran:
BEAR: Sketching BFGS Algorithm for Ultra-High Dimensional Feature Selection in Sublinear Memory. CoRR abs/2010.13829 (2020) - 2019
- Vipul Gupta, Bikram Pal Kaur, Surender Jangra
:
An efficient method for fault tolerance in cloud environment using encryption and classification. Soft Comput. 23(24): 13591-13602 (2019) - Swatantra Kafle
, Vipul Gupta
, Bhavya Kailkhura
, Thakshila Wimalajeewa
, Pramod K. Varshney
:
Joint Sparsity Pattern Recovery With 1-b Compressive Sensing in Distributed Sensor Networks. IEEE Trans. Signal Inf. Process. over Networks 5(1): 15-30 (2019) - Sanjay Kumar, Rohit Beniwal
, Sudhanshu Shekhar Singh, Vipul Gupta:
Predicting Link Sign in Online Social Networks based on Social Psychology Theory and Machine Learning Techniques. ICCI*CC 2019: 410-415 - Sahil Chelaramani, Manish Gupta
, Vipul Agarwal, Prashant Gupta, Ranya Habash:
Multi-task Learning for Fine-Grained Eye Disease Prediction. ACPR (2) 2019: 734-749 - Kareem S. Aggour
, Vijay S. Kumar, Paul Cuddihy, Jenny Weisenberg Williams, Vipul Gupta
, Laura Dial, Timothy Hanlon, Justin Gambone, Joseph Vinciquerra:
Federated Multimodal Big Data Storage & Analytics Platform for Additive Manufacturing. IEEE BigData 2019: 1729-1738 - Vipul Jain, Saurabh Kumar Gupta, Vishal Khatri, Gaurab Banerjee:
A 19.3-24.8 GHz Dual-Slope VCO in 65-nm CMOS for Automotive Radar Applications. VLSID 2019: 118-123 - Vipul Gupta, Swanand Kadhe, Thomas A. Courtade, Michael W. Mahoney, Kannan Ramchandran:
OverSketched Newton: Fast Convex Optimization for Serverless Systems. CoRR abs/1903.08857 (2019) - 2018
- Vipul Gupta, Gopalakrishnan Narayanamurthy
, Padmanav Acharya:
Can lean lead to green? Assessment of radial tyre manufacturing processes using system dynamics modelling. Comput. Oper. Res. 89: 284-306 (2018) - Ahmad Roumieh, Lalit Garg
, Vipul Gupta, Gurparkash Singh:
E-Marketing Strategies for Islamic Banking: A Case Based Study. J. Glob. Inf. Manag. 26(4): 67-91 (2018) - Gianpaolo Tomaselli
, Lalit Garg
, Vipul Gupta, Peter Xuereb, Sandra Buttigieg
, Paula Vassallo:
Healthcare Systems and Corporate Social Responsibility Communication: A Comparative Analysis Between Malta and India. J. Glob. Inf. Manag. 26(4): 52-66 (2018) - Vipul Gupta, Narendra M. Dixit
:
Trade-off between synergy and efficacy in combinations of HIV-1 latency-reversing agents. PLoS Comput. Biol. 14(2) (2018) - Niharika Gupta, Vipul Mayank, M. Geetha
, Shwetha Rai
, Shyam Karanth
:
A Tree Based Approach for Concept Maps Construction in Adaptive Learning Systems. ATIS 2018: 172-182 - Vipul Gupta
, Shusen Wang, Thomas A. Courtade, Kannan Ramchandran:
OverSketch: Approximate Matrix Multiplication for the Cloud. IEEE BigData 2018: 298-304 - Anirban Sen, Priya, Pooja Aggarwal, Aditya Guru, Deepak Bansal, I. Mohammed, J. Goyal, K. Kumar, K. Mittal, Manpreet Singh, M. Goel, S. Gupta, Varuni Madapur, Vipul Khatana, Aaditeshwar Seth:
Empirical Analysis of the Presence of Power Elite in Media. COMPASS 2018: 46:1-46:5 - Gopal Kakivaya, Lu Xun, Richard Hasha, Shegufta Bakht Ahsan, Todd Pfleiger, Rishi Sinha, Anurag Gupta, Mihail Tarta, Mark Fussell, Vipul Modi, Mansoor Mohsin, Ray Kong, Anmol Ahuja, Oana Platon, Alex Wun, Matthew Snider, Chacko Daniel, Dan Mastrian, Yang Li, Aprameya Rao, Vaishnav Kidambi, Randy Wang, Abhishek Ram, Sumukh Shivaprakash, Rajeet Nair, Alan Warwick, Bharat S. Narasimman, Meng Lin, Jeffrey Chen, Abhay Balkrishna Mhatre, Preetha Subbarayalu, Mert Coskun, Indranil Gupta:
Service fabric: a distributed platform for building microservices in the cloud. EuroSys 2018: 33:1-33:15 - Deepak Kumar Sharma, Sumit Vohra, Tarun Gupta, Vipul Goyal:
Predicting the Algorithmic Time Complexity of Single Parametric Algorithms Using Multiclass Classification with Gradient Boosted Trees. IC3 2018: 1-6