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Soumyendu Sarkar
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 16
Top Topics
Mountain Car
Monochrome Images
Function Approximation
Reinforcement Learning
Top Venues
CoRR
CASE
CVPR Workshops
BuildSys@SenSys
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Publications
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Alexander Shmakov
,
Avisek Naug
,
Vineet Gundecha
,
Sahand Ghorbanpour
,
Ricardo Luna Gutierrez
,
Ashwin Ramesh Babu
,
Antonio Guillen
,
Soumyendu Sarkar
RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels.
CoRR
(2023)
Soumyendu Sarkar
,
Ashwin Ramesh Babu
,
Sajad Mousavi
,
Vineet Gundecha
,
Sahand Ghorbanpour
,
Alexander Shmakov
,
Ricardo Luna Gutierrez
,
Antonio Guillen
,
Avisek Naug
Robustness with Black-Box Adversarial Attack using Reinforcement Learning.
SafeAI@AAAI
(2023)
Soumyendu Sarkar
,
Ashwin Ramesh Babu
,
Sajad Mousavi
,
Sahand Ghorbanpour
,
Vineet Gundecha
,
Antonio Guillen
,
Ricardo Luna Gutierrez
,
Avisek Naug
RL-CAM: Visual Explanations for Convolutional Networks using Reinforcement Learning.
CVPR Workshops
(2023)
Soumyendu Sarkar
,
Ashwin Ramesh Babu
,
Sajad Mousavi
,
Sahand Ghorbanpour
,
Vineet Gundecha
,
Ricardo Luna Gutierrez
,
Antonio Guillen
,
Avisek Naug
Reinforcement Learning Based Black-Box Adversarial Attack for Robustness Improvement.
CASE
(2023)
Sajad Mousavi
,
Ricardo Luna Gutiérrez
,
Desik Rengarajan
,
Vineet Gundecha
,
Ashwin Ramesh Babu
,
Avisek Naug
,
Antonio Guillen
,
Soumyendu Sarkar
N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics.
CoRR
(2023)
Soumyendu Sarkar
,
Avisek Naug
,
Antonio Guillen
,
Ricardo Luna Gutierrez
,
Sahand Ghorbanpour
,
Sajad Mousavi
,
Ashwin Ramesh Babu
,
Vineet Gundecha
Concurrent Carbon Footprint Reduction (C2FR) Reinforcement Learning Approach for Sustainable Data Center Digital Twin.
CASE
(2023)
Soumyendu Sarkar
,
Ashwin Ramesh Babu
,
Sajad Mousavi
,
Sahand Ghorbanpour
,
Vineet Gundecha
,
Antonio Guillen
,
Ricardo Luna Gutierrez
,
Avisek Naug
Robustness with Query-efficient Adversarial Attack using Reinforcement Learning.
CVPR Workshops
(2023)
Avisek Naug
,
Antonio Guillen
,
Ricardo Luna Gutiérrez
,
Vineet Gundecha
,
Sahand Ghorbanpour
,
Lekhapriya Dheeraj Kashyap
,
Dejan Markovikj
,
Lorenz Krause
,
Sajad Mousavi
,
Ashwin Ramesh Babu
,
Soumyendu Sarkar
PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability.
BuildSys@SenSys
(2023)
Soumyendu Sarkar
,
Vineet Gundecha
,
Sahand Ghorbanpour
,
Alexander Shmakov
,
Ashwin Ramesh Babu
,
Avisek Naug
,
Alexandre Pichard
,
Mathieu Cocho
Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves.
IJCAI
(2023)
Alexander Shmakov
,
Avisek Naug
,
Vineet Gundecha
,
Sahand Ghorbanpour
,
Ricardo Luna Gutierrez
,
Ashwin Ramesh Babu
,
Antonio Guillen
,
Soumyendu Sarkar
RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels.
CASE
(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
PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability.
CoRR
(2023)
Soumyendu Sarkar
,
Ashwin Ramesh Babu
,
Sajad Mousavi
,
Zachariah Carmichael
,
Vineet Gundecha
,
Sahand Ghorbanpour
,
Ricardo Luna Gutierrez
,
Antonio Guillen
,
Avisek Naug
Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness.
CoRR
(2023)
Soumyendu Sarkar
,
Vineet Gundecha
,
Alexander Shmakov
,
Sahand Ghorbanpour
,
Ashwin Ramesh Babu
,
Paolo Faraboschi
,
Mathieu Cocho
,
Alexandre Pichard
,
Jonathan Fievez
Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter.
AAAI
(2022)
Soumyendu Sarkar
,
Vineet Gundecha
,
Sahand Ghorbanpour
,
Alexander Shmakov
,
Ashwin Ramesh Babu
,
Alexandre Pichard
,
Mathieu Cocho
Skip Training for Multi-Agent Reinforcement Learning Controller for Industrial Wave Energy Converters.
CASE
(2022)
Soumyendu Sarkar
,
Vineet Gundecha
,
Sahand Ghorbanpour
,
Alexander Shmakov
,
Ashwin Ramesh Babu
,
Alexandre Pichard
,
Mathieu Cocho
Skip Training for Multi-Agent Reinforcement Learning Controller for Industrial Wave Energy Converters.
CoRR
(2022)
Soumyendu Sarkar
Effectiveness of Deep Networks in NLP using BiDAF as an example architecture.
CoRR
(2021)