Saibal Mukhopadhyay

1. Edge-Host Partitioning of Deep Neural Networks with Feature Space\n Encoding for Resource-Constrained Internet-of-Things Platforms
   2018/02/11 by Jong Hwan Ko, Taesik Na, Ko, Jong Hwan +5 · 2 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #IoT and Edge/Fog Computing #Advanced Memory and Neural Computing
2. Cascade Adversarial Machine Learning Regularized with a Unified Embedding
   2017/08/08 by Taesik Na, Jong Hwan Ko, Na, Taesik +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Learning Locally Interacting Discrete Dynamical Systems: Towards Data-Efficient and Scalable Prediction
   2024/04/09 by Beomseok Kang, Harshit Kumar, Kang, Beomseok +7 · 1 citation
   Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Neural Networks and Applications #Systems and Control (eess.SY) #Time Series Analysis and Forecasting #electronic engineering #information engineering
4. Bridging Autoencoders and Dynamic Mode Decomposition for Reduced-order Modeling and Control of PDEs
   2024/09/09 by Priyabrata Saha, Saibal Mukhopadhyay, Saha, Priyabrata +1 · 1 citation
   Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Hydraulic and Pneumatic Systems #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Real-time simulation and control systems #Systems and Control (eess.SY) #electronic engineering #information engineering
5. RoboKoop: Efficient Control Conditioned Representations from Visual Input in Robotics using Koopman Operator
   2024/09/04 by Hemant Kumawat, Kumawat, Hemant, Biswadeep Chakraborty +3 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Advanced Vision and Imaging #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Robotic Path Planning Algorithms #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
6. SSP-QST: Spectral Subspace Purification for Photonic Quantum State Tomography
   2026/07/23 by Anuvab Sen, Saibal Mukhopadhyay
   #quant-ph