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A Novel Meta-predictor based Algorithm for Testing VLSI Circuits


Jul 22, 2022
Shruti Pandey, Jayadeva, Smruti R. Sarangi

* 7 pages, 8 figures and 4 tables 

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Twin Augmented Architectures for Robust Classification of COVID-19 Chest X-Ray Images


Feb 16, 2021
Kartikeya Badola, Sameer Ambekar, Himanshu Pant, Sumit Soman, Anuradha Sural, Rajiv Narang, Suresh Chandra, Jayadeva


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Complexity Controlled Generative Adversarial Networks


Nov 20, 2020
Himanshu Pant, Jayadeva, Sumit Soman

* 11 pages 

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Enhash: A Fast Streaming Algorithm For Concept Drift Detection


Nov 07, 2020
Aashi Jindal, Prashant Gupta, Debarka Sengupta, Jayadeva


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Guided Random Forest and its application to data approximation


Sep 02, 2019
Prashant Gupta, Aashi Jindal, Jayadeva, Debarka Sengupta


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Smaller Models, Better Generalization


Aug 29, 2019
Mayank Sharma, Suraj Tripathi, Abhimanyu Dubey, Jayadeva, Sai Guruju, Nihal Goalla

* 10 pages, 3 figures, In Review 

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Effect of Various Regularizers on Model Complexities of Neural Networks in Presence of Input Noise


Jan 31, 2019
Mayank Sharma, Aayush Yadav, Sumit Soman, Jayadeva


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Radius-margin bounds for deep neural networks


Nov 03, 2018
Mayank Sharma, Jayadeva, Sumit Soman


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Scalable Twin Neural Networks for Classification of Unbalanced Data


Jan 27, 2018
Jayadeva, Himanshu Pant, Sumit Soman, Mayank Sharma

* 20 pages, 8 figures, 14 tables 

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Learning Neural Network Classifiers with Low Model Complexity


Jan 02, 2018
Jayadeva, Himanshu Pant, Mayank Sharma, Abhimanyu Dubey, Sumit Soman, Suraj Tripathi, Sai Guruju, Nihal Goalla


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