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Supriyo Ghosh

Unveiling Context-Aware Criteria in Self-Assessing LLMs

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Oct 28, 2024
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Kinetics of orbital ordering in cooperative Jahn-Teller models: Machine-learning enabled large-scale simulations

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May 23, 2024
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Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4

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Jan 24, 2024
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Deep Offline Reinforcement Learning for Real-World Treatment Optimization Applications

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Feb 15, 2023
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Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models

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Jan 10, 2023
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Neural-Progressive Hedging: Enforcing Constraints in Reinforcement Learning with Stochastic Programming

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Feb 27, 2022
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Picking Pearl From Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services

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May 31, 2021
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A Deep Ensemble Multi-Agent Reinforcement Learning Approach for Air Traffic Control

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Apr 03, 2020
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