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Avisek Naug

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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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A Relearning Approach to Reinforcement Learning for Control of Smart Buildings

Aug 04, 2020
Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas

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