Sumit Soman

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 39

Top Topics

Top Venues

Swarm Evol. Comput.

Publications

Sujoy Roychowdhury, Nishkarsh Jain, Sumit Soman
Unlocking Telecom Domain Knowledge Using LLMs. COMSNETS (2024)
Sujoy Roychowdhury, Sumit Soman, H. G. Ranjani, Vansh Chhabra, Neeraj Gunda, Subhadip Bandyopadhyay, Sai Krishna Bala
A Compass for Navigating the World of Sentence Embeddings for the Telecom Domain. CoRR (2024)
Sumit Soman, Sujoy Roychowdhury
Observations on Building RAG Systems for Technical Documents. CoRR (2024)
Sujoy Roychowdhury, Sumit Soman, H. G. Ranjani, Neeraj Gunda, Vansh Chhabra, Sai Krishna Bala
Evaluation of RAG Metrics for Question Answering in the Telecom Domain. CoRR (2024)
Jyotirmoy Banerjee, Sanchit Goel, Sumit Soman, Roopesh Mangal, Sunil Kumar Vuppala
Cell Tower Localisation using Graph Convolutional Networks and Positional Encoding. COMAD/CODS (2024)
Sumit Soman, Sujoy Roychowdhury
Observations on Building RAG Systems for Technical Documents. Tiny Papers @ ICLR (2024)
Rajiv Ranjan Sinha, Satish Kumar Kolli, Sumit Soman, Koti Prasanna Kanth Maddala
Efficient Throughput Degradation Prediction in Telco Networks using Anomaly Detection. ICUFN (2023)
Sumit Soman, Ranjani H. G.
Observations on LLMs for Telecom Domain: Capabilities and Limitations. AIMLSystems (2023)
Sumit Soman, Ranjani H. G
Observations on LLMs for Telecom Domain: Capabilities and Limitations. CoRR (2023)
Skyler Badge, Sumit Soman, Suresh Chandra, Jayadeva
Kernel optimization using conformal maps for the minimal complexity machine. Eng. Appl. Artif. Intell. 106 (2021)
Mayank Sharma, Sumit Soman, Jayadeva
Minimal Complexity Machines Under Weight Quantization. IEEE Trans. Computers 70 (8) (2021)
Kartikeya Badola, Sameer Ambekar, Himanshu Pant, Sumit Soman, Anuradha Sural, Rajiv Narang, Suresh Chandra, Jayadeva
Twin Augmented Architectures for Robust Classification of COVID-19 Chest X-Ray Images. CoRR (2021)
Sumit Soman, Jayadeva, Rajat Thakur, Mayank Sharma, Suresh Chandra
Sparsity in function and derivative approximation via the empirical feature space. Inf. Sci. 512 (2020)
Siddharth Srivastava, Sumit Soman, Astha Rai, Amarjeet Singh Cheema
An Online Learning Approach for Dengue Fever Classification. CBMS (2020)
Himanshu Pant, Jayadeva, Sumit Soman
Complexity Controlled Generative Adversarial Networks. CoRR (2020)
Himanshu Pant, Sumit Soman, Jayadeva, Amit Bhaya
Neurodynamical classifiers with low model complexity. Neural Networks 132 (2020)
Jayadeva, Sumit Soman, Himanshu Pant, Mayank Sharma
QMCM: Minimizing Vapnik's bound on the VC dimension. Neurocomputing 399 (2020)
Sumit Soman, Sudeep Rai, Priyesh Ranjan, Amarjeet Singh Cheema, Praveen K. Srivastava
Mobile-Augmented Smart Queue Management System for Hospitals. CBMS (2020)
Sumit Soman, Priyesh Ranjan, Amarjeet Singh Cheema, Praveen K. Srivastava
Integrating Drug Terminologies with Hospital Management Information Systems. ICCCNT (2019)
Siddharth Srivastava, Sumit Soman, Astha Rai
An Online Learning Approach for Dengue Fever Classification. CoRR (2019)
Mayank Sharma, Aayush Yadav, Sumit Soman, Jayadeva
Effect of Various Regularizers on Model Complexities of Neural Networks in Presence of Input Noise. CoRR (2019)
Jayadeva, Himanshu Pant, Mayank Sharma, Sumit Soman
Twin Neural Networks for the classification of large unbalanced datasets. Neurocomputing 343 (2019)
Sumit Soman, Jayadeva
Learning from Low Training Data using Classifiers with Derivative Constraints. COMAD/CODS (2019)
Jayadeva, Mayank Sharma, Sumit Soman, Himanshu Pant
Ultra-Sparse Classifiers Through Minimizing the VC Dimension in the Empirical Feature Space - Submitted to the Special Issue on "Off the Mainstream: Advances in Neural Networks and Machine Learning for Pattern Recognition". Neural Process. Lett. 48 (2) (2018)
Mayank Sharma, Jayadeva, Sumit Soman
Radius-margin bounds for deep neural networks. CoRR (2018)
Priyesh Ranjan, Sumit Soman, Amit Kumar Ateria, Praveen K. Srivastava
Streamlining Payment Workflows Using a Patient Wallet for Hospital Information Systems. CBMS (2018)
Jayadeva, Sumit Soman, Soumya Saxena
EigenSample: A non-iterative technique for adding samples to small datasets. Appl. Soft Comput. 70 (2018)
Udit Kumar, Sumit Soman, Jayadeva
Eigen-MM: EigenAnt Modified Mtsls1 for local search. Swarm Evol. Comput. 43 (2018)
Mayank Sharma, Sumit Soman, Jayadeva, Himanshu Pant
Non-Mercer Large Scale Multiclass Least Squares Minimal Complexity Machines. IJCNN (2018)
Himanshu Pant, Sumit Soman, Jayadeva, Mayank Sharma
Twin Neural Networks for Efficient EEG Signal Classification. IJCNN (2018)
Siddharth Srivastava, Sumit Soman, Astha Rai, Amarjeet Singh Cheema, Praveen K. Srivastava
Continuity of Care Document for Hospital Management Systems: an Implementation Perspective. ICEGOV (2017)
Jayadeva, Himanshu Pant, Mayank Sharma, Abhimanyu Dubey, Sumit Soman, Sai Guruju, Nihal Goalla
Learning Neural Network Classifiers with Low Model Complexity. CoRR (2017)
Siddharth Srivastava, Sumit Soman, Astha Rai, Praveen K. Srivastava
Deep learning for health informatics: Recent trends and future directions. ICACCI (2017)
Himanshu Pant, Jayadeva, Sumit Soman, Mayank Sharma
Scalable Twin Neural Networks for Classification of Unbalanced Data. CoRR (2017)
Mayank Sharma, Jayadeva, Sumit Soman, Himanshu Pant
Large-Scale Minimal Complexity Machines Using Explicit Feature Maps. IEEE Trans. Syst. Man Cybern. Syst. 47 (10) (2017)
Sumit Soman, Sushil Kumar, Sujeet Kumar
HealthAnalytic: A concept application for customizable visualization and analysis of health informatics datasets. ICACCI (2016)
Udit Kumar, Sumit Soman, Jayadeva
EigenAnt assisted IACOℝ for continuous global optimization. SMC (2016)
Sumit Soman, Jayadeva, Sridhar P. Arjunan, Dinesh Kant Kumar
Improved sEMG signal classification using the Twin SVM. SMC (2016)
Udit Kumar, Sumit Soman, Jayadeva
. Swarm Evol. Comput. 27 (2016)
Sumit Soman, Jayadeva
High performance EEG signal classification using classifiability and the Twin SVM. Appl. Soft Comput. 30 (2015)
Udit Kumar, Jayadeva, Sumit Soman
Local Search by Mtsls1-BFGS for Continuous Global Optimization. GECCO (2015)
Sumit Soman, Praveen K. Srivastava, B. K. Murthy
Unique Health Identifier for India: An algorithm and feasibility analysis on patient data. HealthCom (2015)
Jayadeva, Sumit Soman, Amit Bhaya
The MC-ELM: Learning an ELM-like network with minimum VC dimension. IJCNN (2015)
Jayadeva, Sumit Soman, Amit Bhaya
A Neurodynamical System for finding a Minimal VC Dimension Classifier. CoRR (2015)
Udit Kumar, Jayadeva, Sumit Soman
Enhancing Incremental Ant Colony Algorithm for Continuous Global Optimization. GECCO (Companion) (2015)
Sumit Soman, Siddharth Srivastava, Saurabh Srivastava, Nitendra Rajput
Brain Computer Interfaces for Mobile Apps: State-of-the-art and Future Directions. CoRR (2015)
Udit Kumar, Sumit Soman, Jayadeva
. CoRR (2015)