Supriyo Ghosh
Orcid: 0000-0001-7275-3296
According to our database1,
Supriyo Ghosh
authored at least 32 papers
between 2013 and 2024.
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Bibliography
2024
Streetwise Agents: Empowering Offline RL Policies to Outsmart Exogenous Stochastic Disturbances in RTC.
CoRR, 2024
CoRR, 2024
Kinetics of orbital ordering in cooperative Jahn-Teller models: Machine-learning enabled large-scale simulations.
CoRR, 2024
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
Proceedings of the Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering, 2024
Proceedings of the Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering, 2024
Proceedings of the Nineteenth European Conference on Computer Systems, 2024
2023
Empowering Practical Root Cause Analysis by Large Language Models for Cloud Incidents.
CoRR, 2023
Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023
Deep Offline Reinforcement Learning for Real-world Treatment Optimization Applications.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023
2022
J. Comput. Phys., 2022
Comput. Oper. Res., 2022
Neural-progressive hedging: Enforcing constraints in reinforcement learning with stochastic programming.
Proceedings of the Uncertainty in Artificial Intelligence, 2022
How to fight production incidents?: an empirical study on a large-scale cloud service.
Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022
Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Picking Pearl From Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services.
CoRR, 2021
A Deep Ensemble Method for Multi-Agent Reinforcement Learning: A Case Study on Air Traffic Control.
Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021
2020
CoRR, 2020
CoRR, 2020
2019
Improving Customer Satisfaction in Bike Sharing Systems through Dynamic Repositioning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
2018
Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
J. Artif. Intell. Res., 2017
Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, 2017
Incentivizing the Use of Bike Trailers for Dynamic Repositioning in Bike Sharing Systems.
Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, 2017
2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016
2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the Artificial Intelligence for Cities, 2015
2013
Proceedings of the Multiagent System Technologies - 11th German Conference, 2013