COMAD/CODS

Publications

2024

Sharath Srivatsa, Aparna M, Sai Madhavan G, Srinath Srinivasa
Knowledge Management Framework Over Low Resource Indian Colloquial Language Audio Contents. COMAD/CODS (2024)
Ajay Narayanan, Srinarayana Nagarathinam, Prasant Misra, Arunchandar Vasan
Multi-agent Reinforcement Learning for Joint Control of EV-HVAC System with Vehicle-to-Building Supply. COMAD/CODS (2024)
Prajjwal Yash, Sharvari Gundawar, Nitish Kumar, Uma Bhagya Rajasekaraiah, Krishna Priya Ganesan, Purushottam Kar
Multiforecast-based Early Anomaly Detection for Spacecraft Health Monitoring. COMAD/CODS (2024)
Nandini Mundra, Sumanth Doddapaneni, Raj Dabre, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M. Khapra
A Comprehensive Analysis of Adapter Efficiency. COMAD/CODS (2024)
Utkarsh Prakash, Aryan Chollera, Kushagra Khatwani, Prabuchandran K. J., Tejas Bodas
Practical First-Order Bayesian Optimization Algorithms. COMAD/CODS (2024)
Manoj Kumar, Sandeep Kumar
Unveiling Graph Structures for Machine Learning: Learning, Structuring, and Coarsening. COMAD/CODS (2024)
Upasana Tiwari, Rupayan Chakraborty, Sunil Kumar Kopparapu
Joint Class Learning with Self Similarity Projection for EEG Emotion Recognition. COMAD/CODS (2024)
Archisman Bhowmick, Mayank Mishra, Rekha Singhal
TASCA : Tool for Automatic SCalable Acceleration of ML pipelines✱. COMAD/CODS (2024)
Ashish Mittal, Rudra Murthy V, Vishwajeet Kumar, Riyaz Bhat
Towards understanding and mitigating the hallucinations in NLP and Speech. COMAD/CODS (2024)
Seshu Kumar Damarla
Electronic Tongue based Classification of Mineral Water Samples using Gramian Angular Field and Deep SAE. COMAD/CODS (2024)
Manisha Padala, Sankarshan Damle, Sujit Gujar
Tutorial on Fair and Private Deep Learning. COMAD/CODS (2024)
Saher Soni, Shivam Chaudhary, Krishna Prasad Miyapuram
Enhancing Motor Imagery based Brain Computer Interfaces for Stroke Rehabilitation. COMAD/CODS (2024)
Piyush Nikam, Rutvik Vijjali, Shaik Masihullah, Meghana Negi, Jose Matthew
Utilizing DevNet with Variational Loss for Fraud Detection in Hyperlocal Food Delivery. COMAD/CODS (2024)
Siddharth Nishtala, Balaraman Ravindran
Cost-Sensitive Trees for Interpretable Reinforcement Learning. COMAD/CODS (2024)
Richa Verma, Durgesh Kalwar, Harshad Khadilkar, Balaraman Ravindran
Guiding Offline Reinforcement Learning Using a Safety Expert. COMAD/CODS (2024)
Aatman Vaidya, Seema Nagar, Amit Anil Nanavati
Analysing the Spread of Toxicity on Twitter. COMAD/CODS (2024)
Aisha Aijaz, Raghava Mutharaju, Manohar Kumar, Omkar Chattar, Jainendra Shukla
An Ontology to Capture Contextual Information to Facilitate Ethical Decision-making in AI Systems. COMAD/CODS (2024)
Dharbaneshwer Sj, Gayathri Sowmya G, Sumit Singh Chauhan, Bharat Singh Shekhawat, Lava Kumar, Soumitra Ghosh
Real-time eye tracking using representation learning and regression. COMAD/CODS (2024)
Krishanu Maity, Amit Tulsidas Chaulwar, Vanraj Vala, Ravi Sankar Guntur
NanoBERT: An Extremely Compact Language Model. COMAD/CODS (2024)
Gagandeep Kaur, Ranjitha Prasad
Exploiting Sparsity in Over-parameterized Federated Learning over Multiple Access Channels. COMAD/CODS (2024)
Shubham Gupta, Srikanta Bedathur
Robust Training of Temporal GNNs using Nearest Neighbour based Hard Negatives. COMAD/CODS (2024)
Sandhya Tripathi, Christopher Ryan King
Contrastive learning: Big Data Foundations and Applications. COMAD/CODS (2024)
Amit Prasad, Rahul Garg, Yogish Sabharwal
Union of Convex Separators (UCS). COMAD/CODS (2024)
Venkatesh C, Harshit Oberoi, Anil Goyal, Nikhil Sikka
RE-RecSys: An End-to-End system for recommending properties in Real-Estate domain. COMAD/CODS (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)
Srinivas Arukonda, Ramalingaswamy Cheruku
A TLBO Based Bagging Approach for Effective Disease Diagnosis. COMAD/CODS (2024)
Sandeep Hans, Anupam Sanghi, Diptikalyan Saha
Tabular Data Synthesis with GANs for Adaptive AI Models. COMAD/CODS (2024)
Shruti Sharma, Kriti Bajaj, Prasad Deshpande, Arnab Bhattacharya, Shivam Tripathi
Short-Term Fog Forecasting using Meteorological Observations at Airports in North India. COMAD/CODS (2024)
Uma Maheswari G, Srividhya Sethuraman, Sharadha Ramanan
Contextual Bandits for Online Markdown Pricing for E-commerce. COMAD/CODS (2024)
Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa
Preference-Aware Constrained Multi-Objective Bayesian Optimization. COMAD/CODS (2024)
Jayasree Saha, Rudrabha Mukhopadhyay, Aparna Agrawal, Surabhi Jain, C. V. Jawahar
An Approach for Speech Enhancement in Low SNR Environments using Granular Speaker Embedding. COMAD/CODS (2024)
Narendra Babu Unnam, Krishna Reddy Polepalli, Amit Pandey, Naresh Manwani
Text Representation Models based on the Spatial Distributional Properties of Word Embeddings. COMAD/CODS (2024)
Soumya Sarkar, Nitin Singhal, Shweta Jain, Shashi Shekhar Jha
CGFLasso: Combating Multicollinearity using Domain Knowledge. COMAD/CODS (2024)
Nidhi Ahlawat, Amit Awekar
Incremental Isolation Forest to Handle Concept Drift in Anomaly Detection. COMAD/CODS (2024)
Himanshu Sharad Bhatt, Sriranjani Ramakrishnan, Sachin Raja, C. V. Jawahar
Unlocking the Potential of Unstructured Data in Business Documents Through Document Intelligence. COMAD/CODS (2024)
Prakanshul Saxena, Gagan Raj Gupta, Madhur Bhattad
Multimodal and Multitask Approaches for Cataract Grading. COMAD/CODS (2024)
Joyita Chakraborty, Biswajit Maity, Dinesh Kumar Pradhan, Subrata Nandi
CiteDEK: A hybrid EMD-KNN-DTW model for classification of paper citation trajectories. COMAD/CODS (2024)
Manoj Agarwal
Building Knowledge Graph for Products at Web Scale. COMAD/CODS (2024)
Evgeniy Klyuchikov, Michael Polyntsov, Anton Chizhov, Elena Mikhailova, George A. Chernishev
Hybrid Materialization in a Disk-Based Column-Store. COMAD/CODS (2024)
Vidhya Kamakshi, Narayanan C. Krishnan
SCE: Shared Concept Extractor to Explain a CNN's Classification Dynamics. COMAD/CODS (2024)
Sanjay Kumar Patnala, Sumedh B. G, Akshay Sethi, Sonia Gupta, Siddhartha Asthana
SGD-MLP: Structure Generation and Distillation using a graph free MLP. COMAD/CODS (2024)
Nirmal Singhania, Simant Kumar, Surya Teja Tunuguntla, Alok Mathur, Abhishek Singh
Domain2Vec: Identifying User Affinities using Domain Embeddings. COMAD/CODS (2024)
Pranav Chatur, Naman Jain, Varun Trivedi, Ayush Kumar Dhoot, Sakthi Balan Muthiah
Google Search in India: Unveiling the Geo-Personalized Web. COMAD/CODS (2024)
Pagadala Krishna Murthy, Punit Rathore
HaVAT: Automatic Cluster Structure Assessment in Unlabeled data. COMAD/CODS (2024)
Balambiga Ayappane, Rohith Vaidyanathan, Srinath Srinivasa, Santosh Kumar Upadhyaya, Srinivas Vivek
Consent Service Architecture for Policy-Based Consent Management in Data Trusts. COMAD/CODS (2024)
Aidin Shiri, Kaushik Roy, Amit P. Sheth, Manas Gaur
L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models✱. COMAD/CODS (2024)
Avirup Saha, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta
Forecasting the Impact of Anomalous Events on Business Process Performance. COMAD/CODS (2024)
Abhinav Upadhyay, Alpana Dubey, Nitish Bhardwaj, Suma Mani Kuriakose, Ramakrishnan Mohan
CIGMA: Automated 3D House Layout Generation through Generative Models. COMAD/CODS (2024)
Krishna Tulsyan, Tessy Flemin, Ajoy Mondal, C. V. Jawahar
IndicOCR: A Pipeline for Recognizing Printed Documents for Indian Languages. COMAD/CODS (2024)
Shourya Gupta, Utkarsh Suryaman, Rahul Narava, Shashi Shekhar Jha
Model-based Safe Reinforcement Learning using Variable Horizon Rollouts. COMAD/CODS (2024)