Sumit Soman - RankMe

55 papers A 3B 8C 1Misc 1Journal 31Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents. CoRR Sumit Soman, H. G. Ranjani, Sujoy Roychowdhury, Venkata Dharma Surya Narayana Sastry, Akshat Jain, Pranav Gangrade, Ayaaz Khan
2025	A	`conf`	Intelligibility of Text-to-Speech Systems for Mathematical Expressions. INTERSPEECH Sujoy Roychowdhury, Ranjani H. G., Sumit Soman, Nishtha Paul, Subhadip Bandyopadhyay, Siddhanth Iyengar
2025	J	`jnl`	Intelligibility of Text-to-Speech Systems for Mathematical Expressions. CoRR Sujoy Roychowdhury, H. G. Ranjani, Sumit Soman, Nishtha Paul, Subhadip Bandyopadhyay, Siddhanth Iyengar
2025	—	`conf`	Investigating Distributions of Telecom Adapted Sentence Embeddings for Document Retrieval. ICC Workshops Sujoy Roychowdhury, Sumit Soman, Ranjani Hosakere Gireesha, Vansh Chhabra, Neeraj Gunda, Subhadip Bandyopadhyay, Sai Krishna Bala
2025	J	`jnl`	Knowledge Distillation of Domain-adapted LLMs for Question-Answering in Telecom. CoRR Rishika Sen, Sujoy Roychowdhury, Sumit Soman, H. G. Ranjani, Srikhetra Mohanty
2024	J	`jnl`	A Compass for Navigating the World of Sentence Embeddings for the Telecom Domain. CoRR Sujoy Roychowdhury, Sumit Soman, H. G. Ranjani, Vansh Chhabra, Neeraj Gunda, Subhadip Bandyopadhyay, Sai Krishna Bala
2024	—	`conf`	Cell Tower Localisation using Graph Convolutional Networks and Positional Encoding. COMAD/CODS Jyotirmoy Banerjee, Sanchit Goel, Sumit Soman, Roopesh Mangal, Sunil Kumar Vuppala
2024	J	`jnl`	Evaluation of RAG Metrics for Question Answering in the Telecom Domain. CoRR Sujoy Roychowdhury, Sumit Soman, H. G. Ranjani, Neeraj Gunda, Vansh Chhabra, Sai Krishna Bala
2024	J	`jnl`	Evaluation of Table Representations to Answer Questions from Tables in Documents : A Case Study using 3GPP Specifications. CoRR Sujoy Roychowdhury, Sumit Soman, H. G. Ranjani, Avantika Sharma, Neeraj Gunda, Sai Krishna Bala
2024	A	`conf`	Icing on the Cake: Automatic Code Summarization at Ericsson. ICSME Giriprasad Sridhara, Sujoy Roychowdhury, Sumit Soman, Ranjani H. G., Ricardo Britto
2024	J	`jnl`	Icing on the Cake: Automatic Code Summarization at Ericsson. CoRR Giriprasad Sridhara, Sujoy Roychowdhury, Sumit Soman, Ranjani H. G, Ricardo Britto
2024	—	`conf`	Observations on Building RAG Systems for Technical Documents. Tiny Papers @ ICLR Sumit Soman, Sujoy Roychowdhury
2024	J	`jnl`	Observations on Building RAG Systems for Technical Documents. CoRR Sumit Soman, Sujoy Roychowdhury
2024	Misc	`conf`	Unlocking Telecom Domain Knowledge Using LLMs. COMSNETS Sujoy Roychowdhury, Nishkarsh Jain, Sumit Soman
2023	—	`conf`	Efficient Throughput Degradation Prediction in Telco Networks using Anomaly Detection. ICUFN Rajiv Ranjan Sinha, Satish Kumar Kolli, Sumit Soman, Koti Prasanna Kanth Maddala
2023	—	`conf`	Observations on LLMs for Telecom Domain: Capabilities and Limitations. AIMLSystems Sumit Soman, H. G. Ranjani
2023	J	`jnl`	Observations on LLMs for Telecom Domain: Capabilities and Limitations. CoRR Sumit Soman, Ranjani H. G
2021	J	`jnl`	Kernel optimization using conformal maps for the minimal complexity machine. Eng. Appl. Artif. Intell. Skyler Badge, Sumit Soman, Suresh Chandra, Jayadeva
2021	J	`jnl`	Minimal Complexity Machines Under Weight Quantization. IEEE Trans. Computers Mayank Sharma, Sumit Soman, Jayadeva
2021	J	`jnl`	Twin Augmented Architectures for Robust Classification of COVID-19 Chest X-Ray Images. CoRR Kartikeya Badola, Sameer Ambekar, Himanshu Pant, Sumit Soman, Anuradha Sural, Rajiv Narang, Suresh Chandra, Jayadeva
2020	B	`conf`	An Online Learning Approach for Dengue Fever Classification. CBMS Siddharth Srivastava, Sumit Soman, Astha Rai, Amarjeet Singh Cheema
2020	J	`jnl`	Complexity Controlled Generative Adversarial Networks. CoRR Himanshu Pant, Jayadeva, Sumit Soman
2020	B	`conf`	Mobile-Augmented Smart Queue Management System for Hospitals. CBMS Sumit Soman, Sudeep Rai, Priyesh Ranjan, Amarjeet Singh Cheema, Praveen K. Srivastava
2020	J	`jnl`	Neurodynamical classifiers with low model complexity. Neural Networks Himanshu Pant, Sumit Soman, Jayadeva, Amit Bhaya
2020	J	`jnl`	QMCM: Minimizing Vapnik's bound on the VC dimension. Neurocomputing Jayadeva, Sumit Soman, Himanshu Pant, Mayank Sharma
2020	J	`jnl`	Sparsity in function and derivative approximation via the empirical feature space. Inf. Sci. Sumit Soman, Jayadeva, Rajat Thakur, Mayank Sharma, Suresh Chandra
2019	J	`jnl`	An Online Learning Approach for Dengue Fever Classification. CoRR Siddharth Srivastava, Sumit Soman, Astha Rai
2019	J	`jnl`	Effect of Various Regularizers on Model Complexities of Neural Networks in Presence of Input Noise. CoRR Mayank Sharma, Aayush Yadav, Sumit Soman, Jayadeva
2019	—	`conf`	Integrating Drug Terminologies with Hospital Management Information Systems. ICCCNT Sumit Soman, Priyesh Ranjan, Amarjeet Singh Cheema, Praveen K. Srivastava
2019	—	`conf`	Learning from Low Training Data using Classifiers with Derivative Constraints. COMAD/CODS Sumit Soman, Jayadeva
2019	J	`jnl`	Twin Neural Networks for the classification of large unbalanced datasets. Neurocomputing Jayadeva, Himanshu Pant, Mayank Sharma, Sumit Soman
2018	J	`jnl`	Eigen-MM: EigenAnt Modified Mtsls1 for local search. Swarm Evol. Comput. Udit Kumar, Sumit Soman, Jayadeva
2018	J	`jnl`	EigenSample: A non-iterative technique for adding samples to small datasets. Appl. Soft Comput. Jayadeva, Sumit Soman, Soumya Saxena
2018	B	`conf`	Non-Mercer Large Scale Multiclass Least Squares Minimal Complexity Machines. IJCNN Mayank Sharma, Sumit Soman, Jayadeva, Himanshu Pant
2018	J	`jnl`	Radius-margin bounds for deep neural networks. CoRR Mayank Sharma, Jayadeva, Sumit Soman
2018	B	`conf`	Streamlining Payment Workflows Using a Patient Wallet for Hospital Information Systems. CBMS Priyesh Ranjan, Sumit Soman, Amit Kumar Ateria, Praveen K. Srivastava
2018	B	`conf`	Twin Neural Networks for Efficient EEG Signal Classification. IJCNN Himanshu Pant, Sumit Soman, Jayadeva, Mayank Sharma
2018	J	`jnl`	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. Jayadeva, Mayank Sharma, Sumit Soman, Himanshu Pant
2017	—	`conf`	Continuity of Care Document for Hospital Management Systems: an Implementation Perspective. ICEGOV Siddharth Srivastava, Sumit Soman, Astha Rai, Amarjeet Singh Cheema, Praveen K. Srivastava
2017	—	`conf`	Deep learning for health informatics: Recent trends and future directions. ICACCI Siddharth Srivastava, Sumit Soman, Astha Rai, Praveen K. Srivastava
2017	J	`jnl`	Large-Scale Minimal Complexity Machines Using Explicit Feature Maps. IEEE Trans. Syst. Man Cybern. Syst. Mayank Sharma, Jayadeva, Sumit Soman, Himanshu Pant
2017	J	`jnl`	Learning Neural Network Classifiers with Low Model Complexity. CoRR Jayadeva, Himanshu Pant, Mayank Sharma, Abhimanyu Dubey, Sumit Soman, Sai Guruju, Nihal Goalla
2017	J	`jnl`	Scalable Twin Neural Networks for Classification of Unbalanced Data. CoRR Himanshu Pant, Jayadeva, Sumit Soman, Mayank Sharma
2016	J	`jnl`	Benchmarking NLopt and state-of-the-art algorithms for continuous global optimization via Swarm Evol. Comput. Udit Kumar, Sumit Soman, Jayadeva
2016	B	`conf`	EigenAnt assisted IACOℝ for continuous global optimization. SMC Udit Kumar, Sumit Soman, Jayadeva
2016	—	`conf`	HealthAnalytic: A concept application for customizable visualization and analysis of health informatics datasets. ICACCI Sumit Soman, Sushil Kumar, Sujeet Kumar
2016	B	`conf`	Improved sEMG signal classification using the Twin SVM. SMC Sumit Soman, Jayadeva, Sridhar P. Arjunan, Dinesh Kant Kumar
2015	J	`jnl`	A Neurodynamical System for finding a Minimal VC Dimension Classifier. CoRR Jayadeva, Sumit Soman, Amit Bhaya
2015	J	`jnl`	Benchmarking NLopt and state-of-art algorithms for Continuous Global Optimization via Hybrid IACO CoRR Udit Kumar, Sumit Soman, Jayadeva
2015	J	`jnl`	Brain Computer Interfaces for Mobile Apps: State-of-the-art and Future Directions. CoRR Sumit Soman, Siddharth Srivastava, Saurabh Srivastava, Nitendra Rajput
2015	A	`conf`	Enhancing IACO GECCO Udit Kumar, Jayadeva, Sumit Soman
2015	—	`conf`	Enhancing Incremental Ant Colony Algorithm for Continuous Global Optimization. GECCO (Companion) Udit Kumar, Jayadeva, Sumit Soman
2015	J	`jnl`	High performance EEG signal classification using classifiability and the Twin SVM. Appl. Soft Comput. Sumit Soman, Jayadeva
2015	B	`conf`	The MC-ELM: Learning an ELM-like network with minimum VC dimension. IJCNN Jayadeva, Sumit Soman, Amit Bhaya
2015	C	`conf`	Unique Health Identifier for India: An algorithm and feasibility analysis on patient data. HealthCom Sumit Soman, Praveen K. Srivastava, B. K. Murthy