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Sumit Soman

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Observations on LLMs for Telecom Domain: Capabilities and Limitations

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May 22, 2023
Sumit Soman, Ranjani H G

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

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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

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Nov 20, 2020
Himanshu Pant, Jayadeva, Sumit Soman

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An Online Learning Approach for Dengue Fever Classification

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Apr 17, 2019
Siddharth Srivastava, Sumit Soman, Astha Rai

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

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

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Radius-margin bounds for deep neural networks

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Nov 03, 2018
Mayank Sharma, Jayadeva, Sumit Soman

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Scalable Twin Neural Networks for Classification of Unbalanced Data

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

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Learning Neural Network Classifiers with Low Model Complexity

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

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Benchmarking NLopt and state-of-art algorithms for Continuous Global Optimization via Hybrid IACO$_\mathbb{R}$

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Mar 11, 2015
Udit Kumar, Sumit Soman, Jayadeva

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A Neurodynamical System for finding a Minimal VC Dimension Classifier

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Mar 11, 2015
Jayadeva, Sumit Soman, Amit Bhaya

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