Linear antenna array synthesis using fitness-adaptive differential evolution algorithm. - Aritra Chowdhury; Ritwik Giri; Arnob Ghosh; Swagatam Das; Ajith Abraham; Václav Snásel (IEEE Congress on Evolutionary Computation, 2010)

A fitness-based adaptation scheme for control parameters in differential evolution. - Arnob Ghosh; Aritra Chowdhury; Ritwik Giri; Swagatam Das; Sanjoy Das (GECCO (Companion), 2010)

A hybrid evolutionary direct search technique for solving Optimal Control problems. - Arnob Ghosh; Aritra Chowdhury; Ritwik Giri; Swagatam Das; Ajith Abraham (HIS, 2010)

Two-channel quadrature mirror bank filter design using a Fitness- Adaptive Differential Evolution algorithm. - Arnob Ghosh; Ritwik Giri; Aritra Chowdhury; Swagatam Das; Ajith Abraham (NaBIC, 2010)

Electromagnetic Antenna Configuration Optimization Using Fitness Adaptive Differential Evolution. - Aritra Chowdhury; Arnob Ghosh; Ritwik Giri; Swagatam Das (SEMCCO, 2010)

Offline Parameter Estimation of Induction Motor Using a Meta Heuristic Algorithm. - Ritwik Giri; Aritra Chowdhury; Arnob Ghosh; Bijaya K. Panigrahi; Swagatam Das (SEMCCO, 2010)

Multi Sensor Fusion Using Fitness Adaptive Differential Evolution. - Ritwik Giri; Arnob Ghosh; Aritra Chowdhury; Swagatam Das (SEMCCO, 2010)

A Modified Invasive Weed Optimization Algorithm for training of feed- forward Neural Networks. - Ritwik Giri; Aritra Chowdhury; Arnob Ghosh; Swagatam Das; Ajith Abraham; Václav Snásel (SMC, 2010)

An ecologically inspired direct search method for solving optimal control problems with Bézier parameterization. - Arnob Ghosh; Swagatam Das; Aritra Chowdhury; Ritwik Giri (Eng. Appl. Artif. Intell., 2011)

An improved differential evolution algorithm with fitness-based adaptation of the control parameters. - Arnob Ghosh; Swagatam Das; Aritra Chowdhury; Ritwik Giri (Inf. Sci., 2011)

Quality sensitive price competition in spectrum oligopoly. - Arnob Ghosh; Saswati Sarkar (ISIT, 2013)

Quality sensitive price competition in spectrum oligopoly over multiple locations. - Arnob Ghosh; Saswati Sarkar (CISS, 2014)

Mean-field game approach to admission control of an M/M/œ queue with decreasing congestion cost. - Piotr Wiecek; Eitan Altman; Arnob Ghosh (NetGCooP, 2014)

Quality Sensitive Price Competition in Spectrum Oligopoly: Part 1. - Arnob Ghosh; Saswati Sarkar (CoRR, 2014)

Quality Sensitive Price Competition in Spectrum Oligopoly: Part II. - Arnob Ghosh; Saswati Sarkar (CoRR, 2014)

Nash Equilibrium for Femto-Cell Power Allocation in HetNets with Channel Uncertainty. - Arnob Ghosh; Laura Cottatellucci; Eitan Altman (GLOBECOM, 2015)

Normalized nash equilibrium for power allocation in femto base stations in heterogeneous network. - Arnob Ghosh; Laura Cottatellucci; Eitan Altman (WiOpt, 2015)

Strategic Interaction Among Different Entities in Internet of Things. - Arnob Ghosh; Saswati Sarkar (CoRR, 2015)

Normalized Nash Equilibrium for Power Allocation in Cognitive Radio Networks. - Arnob Ghosh; Laura Cottatellucci; Eitan Altman (IEEE Trans. Cogn. Commun. Netw., 2015)

Secondary spectrum market: To acquire or not to acquire side information? - Arnob Ghosh; Saswati Sarkar; Randall A. Berry (ISIT, 2016)

Secondary spectrum oligopoly market over large locations. - Arnob Ghosh; Saswati Sarkar (ITA, 2016)

Mean-Field Game Approach to Admission Control of an M/M/∞ Queue with Shared Service Cost. - Piotr Wiecek; Eitan Altman; Arnob Ghosh (Dyn. Games Appl., 2016)

Quality-Sensitive Price Competition in Secondary Market Spectrum Oligopoly - Single Location Game. - Arnob Ghosh; Saswati Sarkar (IEEE/ACM Trans. Netw., 2016)

Control of charging of electric vehicles through menu-based pricing under uncertainty. - Arnob Ghosh; Vaneet Aggarwal (ICC, 2017)

A Rate Adaptation Algorithm for Tile-based 360-degree Video Streaming. - Arnob Ghosh; Vaneet Aggarwal; Feng Qian 001 (CoRR, 2017)

The Value of Side-Information in Secondary Spectrum Markets. - Arnob Ghosh; Saswati Sarkar; Randall Berry (IEEE J. Sel. Areas Commun., 2017)

Menu-Based Pricing for Profitable Electric Vehicle Charging with Vehicle-to-Grid Service. - Arnob Ghosh; Vaneet Aggarwal (SPCOM, 2018)

Exchange of Renewable Energy among Prosumers using Blockchain with Dynamic Pricing. - Arnob Ghosh; Vaneet Aggarwal; Hong Wan (CoRR, 2018)

A Robust Algorithm for Tile-based 360-degree Video Streaming with Uncertain FoV Estimation. - Arnob Ghosh; Vaneet Aggarwal; Feng Qian 001 (CoRR, 2018)

Spectrum Measurement Markets for Tiered Spectrum Access. - Arnob Ghosh; Randall A. Berry; Vaneet Aggarwal (IEEE Trans. Cogn. Commun. Netw., 2018)

Control of Charging of Electric Vehicles Through Menu-Based Pricing. - Arnob Ghosh; Vaneet Aggarwal (IEEE Trans. Smart Grid, 2018)

Menu-Based Pricing for Charging of Electric Vehicles With Vehicle-to-Grid Service. - Arnob Ghosh; Vaneet Aggarwal (IEEE Trans. Veh. Technol., 2018)

Spot Markets for Spectrum Measurements. - Arnob Ghosh; Randall Berry (DySPAN, 2019)

Competition with Three-Tier Spectrum Access and Spectrum Monitoring. - Arnob Ghosh; Randall Berry (MobiHoc, 2019)

Reinforcement Learning for Mean Field Game. - Nilay Tiwari; Arnob Ghosh; Vaneet Aggarwal (CoRR, 2019)

Strategic Prosumers: How to Set the Prices in a Tiered Market? - Arnob Ghosh; Vaneet Aggarwal; Hong Wan (IEEE Trans. Ind. Informatics, 2019)

DeepPool: Distributed Model-Free Algorithm for Ride-Sharing Using Deep Reinforcement Learning. - Abubakr O. Al-Abbasi; Arnob Ghosh; Vaneet Aggarwal (IEEE Trans. Intell. Transp. Syst., 2019)

Pricing for Profit in Internet of Things. - Arnob Ghosh; Saswati Sarkar (IEEE Trans. Netw. Sci. Eng., 2019)

Tiered Cloud Storage via Two-Stage, Latency-Aware Bidding. - Yang Zhang 096; Arnob Ghosh; Vaneet Aggarwal; Tian Lan 001 (IEEE Trans. Netw. Serv. Manag., 2019)

Entry and Investment in CBRS Shared Spectrum. - Arnob Ghosh; Randall Berry (WiOpt, 2020)

Discriminatory Price Mechanism for Smart Grid. - Diptangshu Sen; Kushaagra Goyal; Arnob Ghosh; Varun Ramamohan (CoRR, 2020)

Model Free Reinforcement Learning Algorithm for Stationary Mean field Equilibrium for Multiple Types of Agents. - Arnob Ghosh; Vaneet Aggarwal (CoRR, 2020)

Tiered Spectrum Measurement Markets for Joint Licensed and Unlicensed Secondary Access. - Arnob Ghosh; Vaneet Aggarwal; Prakash Chakraborty (IEEE Trans. Netw. Sci. Eng., 2020)

Traffic-Light Control at Urban Intersections Using Expected Waiting-Time Information. - Arnob Ghosh; Matteo Scandella; Michelangelo Bin; Thomas Parisini (CDC, 2021)

Design and Analysis of Incentive Mechanisms for Prosumers under the lens of Prospect Theory. - Diptangshu Sen; Arnob Ghosh (ECC, 2021)

Control of a Mixed Autonomy Signalised Urban Intersection: An Action-Delayed Reinforcement Learning Approach. - Erica Salvato; Arnob Ghosh; Gianfranco Fenu; Thomas Parisini (ITSC, 2021)

Traffic Control in a Mixed Autonomy Scenario at Urban Intersections: An Optimization-based Framework. - Arnob Ghosh; Thomas Parisini (CoRR, 2021)

Optimized Portfolio Contracts for Bidding the Cloud. - Yang Zhang 096; Arnob Ghosh; Vaneet Aggarwal (IEEE Trans. Serv. Comput., 2021)

Event-Triggered Action-Delayed Reinforcement Learning Control of a Mixed Autonomy Signalised Urban Intersection. - Erica Salvato; Arnob Ghosh; Gianfranco Fenu; Thomas Parisini (ACC, 2022)

Provably Efficient Model-Free Constrained RL with Linear Function Approximation. - Arnob Ghosh; Xingyu Zhou 001; Ness B. Shroff (NeurIPS, 2022)

Interference Constrained Beam Alignment for Time-Varying Channels via Kernelized Bandits. - Yuntian Deng; Xingyu Zhou 001; Arnob Ghosh; Abhishek Gupta 002; Ness B. Shroff (WiOpt, 2022)

Competition among Ride Service Providers with Autonomous Vehicles. - Arnob Ghosh; Randall Berry (WiOpt, 2022)

Reinforcement Learning for Mean-Field Game. - Mridul Agarwal; Vaneet Aggarwal; Arnob Ghosh; Nilay Tiwari (Algorithms, 2022)

Traffic Control in a Mixed Autonomy Scenario at Urban Intersections: An Optimal Control Approach. - Arnob Ghosh; Thomas Parisini (IEEE Trans. Intell. Transp. Syst., 2022)

Provably Efficient Model-Free Algorithms for Non-stationary CMDPs. - Honghao Wei; Arnob Ghosh; Ness B. Shroff; Lei Ying 001; Xingyu Zhou 001 (AISTATS, 2023)

Achieving Sub-linear Regret in Infinite Horizon Average Reward Constrained MDP with Linear Function Approximation. - Arnob Ghosh; Xingyu Zhou 001; Ness B. Shroff (ICLR, 2023)

Provably Efficient Model-free RL in Leader-Follower MDP with Linear Function Approximation. - Arnob Ghosh (L4DC, 2023)

Pricing in Ride-sharing Markets : Effects of network competition and autonomous vehicles. - Diptangshu Sen; Arnob Ghosh (CoRR, 2023)

Achieving Fairness in Multi-Agent Markov Decision Processes Using Reinforcement Learning. - Peizhong Ju; Arnob Ghosh; Ness B. Shroff (CoRR, 2023)

A Novel Framework for Cost Constrained Network Sharing. - Eric Ruzomberka; Kwang Taik Kim; Arnob Ghosh; David J. Love; Mung Chiang (IEEE Trans. Mob. Comput., 2023)

Towards Achieving Sub-linear Regret and Hard Constraint Violation in Model-free RL. - Arnob Ghosh; Xingyu Zhou 001; Ness B. Shroff (AISTATS, 2024)

Achieving Fairness in Multi-Agent MDP Using Reinforcement Learning. - Peizhong Ju; Arnob Ghosh; Ness B. Shroff (ICLR, 2024)

SPICEPilot: Navigating SPICE Code Generation and Simulation with AI Guidance. - Deepak Vungarala; Sakila Alam; Arnob Ghosh; Shaahin Angizi (ICRC, 2024)

Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning. - Honghao Wei; Xiyue Peng; Arnob Ghosh; Xin Liu (NeurIPS, 2024)

Adversarially Trained Actor Critic for offline CMDPs. - Honghao Wei; Xiyue Peng; Xin Liu; Arnob Ghosh (CoRR, 2024)

A Dataset for Large Language Model-Driven AI Accelerator Generation. - Mahmoud Nazzal; Deepak Vungarala; Mehrdad Morsali; Chao Zhang; Arnob Ghosh; Abdallah Khreishah; Shaahin Angizi (CoRR, 2024)

Multiobjective Pareto-Optimal Intelligent Electric Vehicle Charging Schedule in a Commercial Charging Station: A Stochastic Convex Optimization Approach. - Ubaid Qureshi; Arnob Ghosh; Bijaya Ketan Panigrahi (IEEE Trans. Ind. Informatics, 2024)

From Prompt to Accelerator: A Perspective on LLM-Based Analog In-Memory Accelerator Design Automation. - Deepak Vungarala; Md Hasibul Amin; Arman Roohi; Arnob Ghosh; Ramtin Zand; Shaahin Angizi (ACM Great Lakes Symposium on VLSI, 2025)

Communication Efficient Asynchronous Stochastic Gradient Descent. - Youssef Ahmed; Arnob Ghosh; Chih-Chun Wang; Ness B. Shroff (INFOCOM, 2025)

SA-DS: A Dataset for Large Language Model-Driven AI Accelerator Design Generation. - Deepak Vungarala; Mahmoud Nazzal; Mehrdad Morsali; Chao Zhang; Arnob Ghosh; Abdallah Khreishah; Shaahin Angizi (ISCAS, 2025)

Performing Load Balancing under Constraints. - Andrea Fox; Francesco De Pellegrini; Eitan Altman; Arnob Ghosh; Ness B. Shroff (WiOpt, 2025)

Provably Efficient RL under Episode-Wise Safety in Constrained MDPs with Linear Function Approximation. - Toshinori Kitamura; Arnob Ghosh; Tadashi Kozuno; Wataru Kumagai; Kazumi Kasaura; Kenta Hoshino; Yohei Hosoe; Yutaka Matsuo (CoRR, 2025)

Provably Efficient RL for Linear MDPs under Instantaneous Safety Constraints in Non-Convex Feature Spaces. - Amirhossein Roknilamouki; Arnob Ghosh; Ming Shi 003; Fatemeh Nourzad; Eylem Ekici; Ness B. Shroff (CoRR, 2025)

TPU-Gen: LLM-Driven Custom Tensor Processing Unit Generator. - Deepak Vungarala; Mohammed E. Elbtity; Sumiya Syed; Sakila Alam; Kartik Pandit; Arnob Ghosh; Ramtin Zand; Shaahin Angizi (CoRR, 2025)

LIMCA: LLM for Automating Analog In-Memory Computing Architecture Design Exploration. - Deepak Vungarala; Md Hasibul Amin; Pietro Mercati; Arnob Ghosh; Arman Roohi; Ramtin Zand; Shaahin Angizi (CoRR, 2025)

Efficient Policy Optimization in Robust Constrained MDPs with Iteration Complexity Guarantees. - Sourav Ganguly; Arnob Ghosh; Kishan Panaganti; Adam Wierman (CoRR, 2025)

Tail-Risk-Safe Monte Carlo Tree Search under PAC-Level Guarantees. - Zuyuan Zhang; Arnob Ghosh; Tian Lan 001 (CoRR, 2025)