| Texture and color feature based WLS framework aided skin cancer classification using MSVM and ELM D Choudhury, A Naug, S Ghosh 2015 Annual IEEE india conference (INDICON), 1-6, 2015 | 33 | 2015 |
| Online energy management in commercial buildings using deep reinforcement learning A Naug, I Ahmed, G Biswas 2019 IEEE International Conference on Smart Computing (SMARTCOMP), 249-257, 2019 | 24 | 2019 |
| Deep reinforcement learning control for non-stationary building energy management A Naug, M Quinones-Grueiro, G Biswas Energy and Buildings 277, 112584, 2022 | 12 | 2022 |
| A relearning approach to reinforcement learning for control of smart buildings A Naug, M Quinones-Grueiro, G Biswas arXiv preprint arXiv:2008.01879, 2020 | 12 | 2020 |
| A data driven method for prediction of energy demand in commercial buildings A Naug, G Biswas 2018 IEEE 14th International Conference on Automation Science and …, 2018 | 12 | 2018 |
| Data driven methods for energy reduction in large buildings A Naug, G Biswas 2018 ieee international conference on smart computing (smartcomp), 131-138, 2018 | 12 | 2018 |
| Robustness with Query-efficient Adversarial Attack using Reinforcement Learning S Sarkar, AR Babu, V Gundecha, A Guillen, S Mousavi, R Luna, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 9 | 2023 |
| RL-CAM: Visual Explanations for Convolutional Networks Using Reinforcement Learning S Sarkar, AR Babu, V Gundecha, A Guillen, S Mousavi, R Luna, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 9 | 2023 |
| Robustness with black-box adversarial attack using reinforcement learning S Sarkar, AR Babu, S Mousavi, V Gundecha, S Ghorbanpour, A Shmakov, ... AAAI, 2023 | 8 | 2023 |
| Reinforcement learning based black-box adversarial attack for robustness improvement S Sarkar, AR Babu, S Mousavi, S Ghorbanpour, V Gundecha, ... 2023 IEEE 19th International Conference on Automation Science and …, 2023 | 7 | 2023 |
| RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels A Shmakov, A Naug, V Gundecha, S Ghorbanpour, RL Gutierrez, ... 2023 IEEE 19th International Conference on Automation Science and …, 2023 | 5 | 2023 |
| Concurrent Carbon Footprint Reduction (C2FR) Reinforcement Learning Approach for Sustainable Data Center Digital Twin S Sarkar, A Naug, A Guillen, RL Gutierrez, S Ghorbanpour, S Mousavi, ... 2023 IEEE 19th International Conference on Automation Science and …, 2023 | 5 | 2023 |
| Real-time Carbon Footprint Minimization in Sustainable Data Centers with Reinforcement Learning S Sarkar, A Naug, RL Gutierrez, A Guillen, V Gundecha, AR Babu, C Bash | 4 | 2023 |
| Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves S Sarkar, V Gundecha, S Ghorbanpour, A Shmakov, AR Babu, A Naug, ... | 4 | 2023 |
| A configurable pythonic data center model for sustainable cooling and ml integration A Naug, A Guillen, RL Gutierrez, V Gundecha, S Ghorbanpour, S Mousavi, ... arXiv preprint arXiv:2404.12498, 2024 | 3 | 2024 |
| Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness S Sarkar, AR Babu, S Mousavi, Z Carmichael, V Gundecha, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 3 | 2024 |
| PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability A Naug, A Guillen, R Luna Gutiérrez, V Gundecha, S Ghorbanpour, ... Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023 | 2 | 2023 |
| Vehicle damage estimation P Kumar, A Naug, I Makki, SJ Szwabowski US Patent 11,710,158, 2023 | 2 | 2023 |
| Continual adaptation in deep reinforcement learning-based control applied to non-stationary building environments A Naug, M Quiñones-Grueiro, G Biswas Proceedings of the 1st International Workshop on Reinforcement Learning for …, 2020 | 2 | 2020 |
| N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics S Mousavi, RL Gutiérrez, D Rengarajan, V Gundecha, AR Babu, A Naug, ... arXiv preprint arXiv:2310.18679, 2023 | 1 | 2023 |
Soumyendu SarkarSenior Distinguished Technologist, Senior Director - Artificial Intelligence, HP-Labs, HewlettVerified email at hpe.com
