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Soumyendu Sarkar

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Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness

Nov 08, 2023
Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Zachariah Carmichael, Vineet Gundecha, Sahand Ghorbanpour, Ricardo Luna, Gutierrez Antonio Guillen, Avisek Naug

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N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics

Nov 08, 2023
Sajad Mousavi, Ricardo Luna Gutiérrez, Desik Rengarajan, Vineet Gundecha, Ashwin Ramesh Babu, Avisek Naug, Antonio Guillen, Soumyendu Sarkar

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PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability

Oct 15, 2023
Avisek Naug, Antonio Guillen, Ricardo Luna Gutiérrez, Vineet Gundecha, Dejan Markovikj, Lekhapriya Dheeraj Kashyap, Lorenz Krause, Sahand Ghorbanpour, Sajad Mousavi, Ashwin Ramesh Babu, Soumyendu Sarkar

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RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels

Oct 09, 2023
Alexander Shmakov, Avisek Naug, Vineet Gundecha, Sahand Ghorbanpour, Ricardo Luna Gutierrez, Ashwin Ramesh Babu, Antonio Guillen, Soumyendu Sarkar

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Skip Training for Multi-Agent Reinforcement Learning Controller for Industrial Wave Energy Converters

Sep 13, 2022
Soumyendu Sarkar, Vineet Gundecha, Sahand Ghorbanpour, Alexander Shmakov, Ashwin Ramesh Babu, Alexandre Pichard, Mathieu Cocho

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Effectiveness of Deep Networks in NLP using BiDAF as an example architecture

Aug 31, 2021
Soumyendu Sarkar

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