Deepan Muthirayan

56 papers A 1C 3Journal 41Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Emissions and Performance Trade-off Between Small and Large Language Models.
CoRR
Anandita Garg, Uma Gaba, Deepan Muthirayan, Anish Roy Chowdhury
2025 — conf
Emissions and Performance Trade-off Between Small and Large Language Models.
FLLM
Anandita Garg, Uma Gaba, Deepan Muthirayan, Anish Roy Chowdhury
2025 J jnl
Long-Term Fairness for Real-Time Decision Making: A Constrained Online Optimization Approach.
IEEE Trans. Neural Networks Learn. Syst.
Ruijie Du, Deepan Muthirayan, Pramod P. Khargonekar, Yanning Shen
2025 J jnl
Meta-Learning Online Control for Linear Dynamical Systems.
IEEE Trans. Autom. Control.
Deepan Muthirayan, Dileep Kalathil, Pramod P. Khargonekar
2024 J jnl
Long-term Fairness For Real-time Decision Making: A Constrained Online Optimization Approach.
CoRR
Ruijie Du, Deepan Muthirayan, Pramod P. Khargonekar, Yanning Shen
2023 — conf
Change Point Detection Approach for Online Control of Unknown Time Varying Dynamical Systems.
CDC
Deepan Muthirayan, Ruijie Du, Yanning Shen, Pramod P. Khargonekar
2023 — conf
Competing Bandits in Time Varying Matching Markets.
L4DC
Deepan Muthirayan, Chinmay Maheshwari, Pramod P. Khargonekar, Shankar S. Sastry
2023 J jnl
Memory Augmented Neural Network Adaptive Controllers: Performance and Stability.
IEEE Trans. Autom. Control.
Deepan Muthirayan, Pramod P. Khargonekar
2023 J jnl
Online Convex Optimization With Long-Term Constraints for Predictable Sequences.
IEEE Control. Syst. Lett.
Deepan Muthirayan, Jianjun Yuan, Pramod P. Khargonekar
2023 — conf
Online Learning for Incentive-Based Demand Response.
CDC
Deepan Muthirayan, Pramod P. Khargonekar
2023 J jnl
Online Learning for Incentive-Based Demand Response.
CoRR
Deepan Muthirayan, Pramod P. Khargonekar
2023 J jnl
Scalable Grid-Aware Dynamic Matching using Deep Reinforcement Learning.
CoRR
Majid Majidi, Deepan Muthirayan, Masood Parvania, Pramod P. Khargonekar
2022 J jnl
Adaptive Control of Unknown Time Varying Dynamical Systems with Regret Guarantees.
CoRR
Deepan Muthirayan, Ruijie Du, Yanning Shen, Pramod P. Khargonekar
2022 C conf
Adaptive Gradient Online Control.
ACC
Deepan Muthirayan, Jianjun Yuan, Pramod P. Khargonekar
2022 J jnl
Competing Bandits in Time Varying Matching Markets.
CoRR
Deepan Muthirayan, Chinmay Maheshwari, Pramod P. Khargonekar, Shankar Sastry
2022 J jnl
Graph Learning for Cognitive Digital Twins in Manufacturing Systems.
IEEE Trans. Emerg. Top. Comput.
Trier Mortlock, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
2022 J jnl
Hierarchical Temporal Memory-Based One-Pass Learning for Real-Time Anomaly Detection and Simultaneous Data Prediction in Smart Grids.
IEEE Trans. Dependable Secur. Comput.
Anomadarshi Barua, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
2022 — conf
Meta-Learning Online Control for Linear Dynamical Systems.
CDC
Deepan Muthirayan, Dileep Kalathil, Pramod P. Khargonekar
2022 J jnl
Meta-Learning Online Control for Linear Dynamical Systems.
CoRR
Deepan Muthirayan, Dileep M. Kalathil, Pramod P. Khargonekar
2022 — conf
On the Performance of Reinforcement Learning Algorithms for Dynamic Matching of Renewable Energy with Flexible Loads.
CDC
Majid Majidi, Deepan Muthirayan, Masood Parvania, Pramod P. Khargonekar
2022 J jnl
Online Algorithms for Network Robustness Under Connectivity Constraints.
IEEE Trans. Netw. Sci. Eng.
Deepan Muthirayan, Pramod P. Khargonekar
2022 J jnl
Online Convex Optimization with Long Term Constraints for Predictable Sequences.
CoRR
Deepan Muthirayan, Jianjun Yuan, Pramod P. Khargonekar
2022 — conf
Online Learning for Predictive Control with Provable Regret Guarantees.
CDC
Deepan Muthirayan, Jianjun Yuan, Dileep Kalathil, Pramod P. Khargonekar
2022 J jnl
Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions.
IEEE Trans. Intell. Transp. Syst.
Shih-Yuan Yu, Arnav Vaibhav Malawade, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
2022 J jnl
Spatiotemporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction.
IEEE Internet Things J.
Arnav Vaibhav Malawade, Shih-Yuan Yu, Brandon Hsu, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
2021 J jnl
Adaptive Gradient Online Control.
CoRR
Deepan Muthirayan, Jianjun Yuan, Pramod P. Khargonekar
2021 A conf
Cognitive Digital Twin for Manufacturing Systems.
DATE
Mohammad Abdullah Al Faruque, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar
2021 J jnl
Dynamic Matching Markets in Power Grid: Concepts and Solution using Deep Reinforcement Learning.
CoRR
Majid Majidi, Deepan Muthirayan, Masood Parvania, Pramod P. Khargonekar
2021 J jnl
Generative Adversarial Imitation Learning for Empathy-based AI.
CoRR
Pratyush Muthukumar, Karishma Muthukumar, Deepan Muthirayan, Pramod P. Khargonekar
2021 J jnl
Graph Learning for Cognitive Digital Twins in Manufacturing Systems.
CoRR
Trier Mortlock, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
2021 J jnl
Neuroscience-Inspired Algorithms for the Predictive Maintenance of Manufacturing Systems.
CoRR
Arnav V. Malawade, Nathan D. Costa, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
2021 J jnl
Neuroscience-Inspired Algorithms for the Predictive Maintenance of Manufacturing Systems.
IEEE Trans. Ind. Informatics
Arnav V. Malawade, Nathan D. Costa, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
2021 J jnl
Online Algorithms for Dynamic Matching Markets in Power Distribution Systems.
IEEE Control. Syst. Lett.
Deepan Muthirayan, Masood Parvania, Pramod P. Khargonekar
2021 J jnl
Online Algorithms for Network Robustness under Connectivity Constraints.
CoRR
Deepan Muthirayan, Pramod P. Khargonekar
2021 J jnl
Online Learning Robust Control of Nonlinear Dynamical Systems.
CoRR
Deepan Muthirayan, Pramod P. Khargonekar
2021 J jnl
Online Learning for Receding Horizon Control with Provable Regret Guarantees.
CoRR
Deepan Muthirayan, Jianjun Yuan, Dileep M. Kalathil, Pramod P. Khargonekar
2021 J jnl
Online Robust Control of Linear Dynamical Systems with Prediction.
CoRR
Deepan Muthirayan, Dileep M. Kalathil, Pramod P. Khargonekar
2021 J jnl
Selling Demand Response Using Options.
IEEE Trans. Smart Grid
Deepan Muthirayan, Dileep M. Kalathil, Sen Li, Kameshwar Poolla, Pravin Varaiya
2021 J jnl
Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction.
CoRR
Arnav V. Malawade, Shih-Yuan Yu, Brandon Hsu, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
2020 J jnl
A Minimal Incentive-Based Demand Response Program With Self Reported Baseline Mechanism.
IEEE Trans. Smart Grid
Deepan Muthirayan, Enrique Baeyens, Pratyush Chakraborty, Kameshwar Poolla, Pramod P. Khargonekar
2020 J jnl
Cognitive Preadaptation for Resilient Adaptive Control.
CoRR
Deepan Muthirayan, Pramod P. Khargonekar
2020 — conf
Hierarchical Temporal Memory Based Machine Learning for Real-Time, Unsupervised Anomaly Detection in Smart Grid: WiP Abstract.
ICCPS
Anomadarshi Barua, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
2020 C conf
Improved Attention Models for Memory Augmented Neural Network Adaptive Controllers.
ACC
Deepan Muthirayan, Scott A. Nivison, Pramod P. Khargonekar
2020 J jnl
Mechanism Design for Demand Response Programs.
IEEE Trans. Smart Grid
Deepan Muthirayan, Dileep M. Kalathil, Kameshwar Poolla, Pravin Varaiya
2020 J jnl
Online Algorithms for Dynamic Matching Markets in Power Distribution Systems.
CoRR
Deepan Muthirayan, Masood Parvania, Pramod P. Khargonekar
2020 J jnl
Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions.
CoRR
Shih-Yuan Yu, Arnav V. Malawade, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
2019 J jnl
A Minimal Incentive-based Demand Response Program With Self Reported Baseline Mechanism.
CoRR
Deepan Muthirayan, Enrique Baeyens, Pratyush Chakraborty, Kameshwar Poolla, Pramod P. Khargonekar
2019 J jnl
Improved Attention Models for Memory Augmented Neural Network Adaptive Controllers.
CoRR
Deepan Muthirayan, Scott A. Nivison, Pramod P. Khargonekar
2019 J jnl
Memory Augmented Neural Network Adaptive Controller for Strict Feedback Nonlinear Systems.
CoRR
Deepan Muthirayan, Pramod P. Khargonekar
2019 J jnl
Memory Augmented Neural Network Adaptive Controllers: Performance and Stability.
CoRR
Deepan Muthirayan, Pramod P. Khargonekar
2019 J jnl
Selling Demand Response Using Options.
CoRR
Deepan Muthirayan, Dileep M. Kalathil, Sen Li, Kameshwar Poolla, Pravin Varaiya
2019 — conf
Working Memory Augmentation for Improved Learning in Neural Adaptive Control.
CDC
Deepan Muthirayan, Pramod P. Khargonekar
2018 — conf
Baseline Estimation and Scheduling for Demand Response.
CDC
Deepan Muthirayan, Dileep M. Kalathil, Kameshwar Poolla, Pravin Varaiya
2018 — conf
Effect of Real-Time Electricity Pricing on Ancillary Service Requirements.
e-Energy
Md Umar Hashmi, Deepan Muthirayan, Ana Busic
2017 J jnl
Mechanism Design for Demand Response Programs.
CoRR
Deepan Muthirayan, Dileep M. Kalathil, Kameshwar Poolla, Pravin Varaiya
2016 C conf
Mechanism design for self-reporting baselines in Demand Response.
ACC
Deepan Muthirayan, Dileep M. Kalathil, Kameshwar Poolla, Pravin Varaiya