Satheesh K. Perepu

26 papers B 3Misc 3Journal 13Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	Misc	`conf`	AI-Driven Intent-based Layer 2 Time Scheduler. COMSNETS Atharva Ramesh Nimje, Satheesh K. Perepu
2025	Misc	`conf`	FedLabeling: A Federated Framework for Handling Noisy Labeled Data for Efficient Alarm Detection. COMSNETS Satheesh K. Perepu, M. Saravanan
2025	J	`jnl`	Know your Trajectory - Trustworthy Reinforcement Learning deployment through Importance-Based Trajectory Analysis. CoRR Clifford F, Devika Jay, Abhishek Sarkar, Satheesh K. Perepu, Santhosh G. S, Kaushik Dey, Balaraman Ravindran
2024	J	`jnl`	Advanced Machine Learning Framework for Efficient Plant Disease Prediction. CoRR Aswath Muthuselvam, S. Sowdeshwar, M. Saravanan, Satheesh K. Perepu
2024	—	`conf`	Goals are Enough: Inducing AdHoc Cooperation Among Unseen Multi-Agent Systems in IMFs. CCNC Kaushik Dey, Satheesh K. Perepu, Abir Das
2024	J	`jnl`	Towards Adaptive IMFs - Generalization of utility functions in Multi-Agent Frameworks. CoRR Kaushik Dey, Satheesh K. Perepu, Abir Das, Pallab Dasgupta
2024	B	`conf`	Towards Adaptive Networks - Generalized utility functions in Multi-Agent Frameworks. NetSoft Kaushik Dey, Satheesh K. Perepu, Abir Das, Pallab Dasgupta
2023	B	`conf`	Domain Adaptation of Reinforcement Learning Agents based on Network Service Proximity. NetSoft Kaushik Dey, Satheesh K. Perepu, Pallab Dasgupta, Abir Das
2023	J	`jnl`	Domain Adaptation of Reinforcement Learning Agents based on Network Service Proximity. CoRR Kaushik Dey, Satheesh K. Perepu, Pallab Dasgupta, Abir Das
2023	J	`jnl`	Goals are Enough: Inducing AdHoc cooperation among unseen Multi-Agent systems in IMFs. CoRR Kaushik Dey, Satheesh K. Perepu, Abir Das
2022	—	`conf`	A novel unsupervised method for root cause analysis of anomalies using sparse optimization techniques. ICSC Satheesh K. Perepu, Vivek Shankar Pinnamaraju
2022	B	`conf`	Intent-based multi-agent reinforcement learning for service assurance in cellular networks. GLOBECOM Satheesh K. Perepu, Jean P. Martins, Ricardo Souza S, Kaushik Dey
2022	J	`jnl`	Multi-agent reinforcement learning for intent-based service assurance in cellular networks. CoRR Satheesh K. Perepu, Jean P. Martins, Ricardo Souza S, Kaushik Dey
2022	Misc	`conf`	Optimize Next State Prediction in Safe RL for 5G Ecosystem. COMSNETS Satheesh K. Perepu, M. Saravanan
2021	J	`jnl`	DSDF: An approach to handle stochastic agents in collaborative multi-agent reinforcement learning. CoRR Satheesh K. Perepu, Kaushik Dey
2021	—	`conf`	Intelligent Question Answering using Knowledge Representation for Managed Services. COMAD/CODS M. Saravanan, Satheesh K. Perepu
2021	J	`jnl`	Zero-Shot Federated Learning with New Classes for Audio Classification. CoRR Gautham Krishna Gudur, Satheesh K. Perepu
2020	—	`conf`	CDDM: A method to detect and handle Concept Drift in Dynamic Mobility Model for seamless 5G Services. GLOBECOM (Workshops) Satheesh K. Perepu, Kaushik Dey
2020	J	`jnl`	Federated Learning with Heterogeneous Labels and Models for Mobile Activity Monitoring. CoRR Gautham Krishna Gudur, Satheesh K. Perepu
2020	J	`jnl`	Reinforcement Learning based dynamic weighing of Ensemble Models for Time Series Forecasting. CoRR Satheesh K. Perepu, Bala Shyamala Balaji, Hemanth Kumar Tanneru, Sudhakar Kathari, Vivek Shankar Pinnamaraju
2020	J	`jnl`	Resource-Constrained Federated Learning with Heterogeneous Labels and Models. CoRR Gautham Krishna Gudur, Bala Shyamala Balaji, Satheesh K. Perepu
2019	J	`jnl`	Online Estimation of Missing Data Using Sparse Optimization Techniques With Applications to Classical Control. IEEE Trans. Control. Syst. Technol. Satheesh K. Perepu, Arun K. Tangirala
2019	J	`jnl`	Realizing Social-Media-Based Analytics for Smart Agriculture. Rev. Socionetwork Strateg. M. Saravanan, Satheesh K. Perepu
2018	—	`conf`	A New Chat Solution for Shared Services using Natural Language Processing Models. ICON M. Saravanan, Satheesh K. Perepu, Sudipta Bose
2018	—	`conf`	Exploring Collective Behavior of Internet of Robotic Things for Indoor Plant Health Monitoring. IOTAIS M. Saravanan, Satheesh K. Perepu, Amit Sharma
2018	—	`conf`	Focusing Social Media Based Analytics for Plant Diseases in Smart Agriculture. MISNC M. Saravanan, Satheesh K. Perepu