Chatterjee, Saikat
- DANSE: Data-driven Non-linear State Estimation of Model-free Process in Unsupervised Learning Setup
2023/06/04 by Anubhab Ghosh, Antoine Honoré, Ghosh, Anubhab +3 · 6 citations
Decision Sciences · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Joint Source-Channel Vector Quantization for Compressed Sensing
2014/05/31 by Amirpasha Shirazinia, Shirazinia, Amirpasha, Saikat Chatterjee +3 · 1 citation
Computer Science · Engineering · #Advanced Data Compression Techniques #Analog and Mixed-Signal Circuit Design #FOS: Computer and information sciences #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques
- Neural Network based Explicit Mixture Models and Expectation-maximization based Learning
2019/07/31 by Liu, Dong, Vu, Minh Thành, Chatterjee, Saikat +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- AI-Aided Kalman Filters
2024/10/16 by Nir Shlezinger, Shlezinger, Nir, Guy Revach +17 · 3 citations
Computer Science · Engineering · #Target Tracking and Data Fusion in Sensor Networks #Inertial Sensor and Navigation
- DeepBayes -- an estimator for parameter estimation in stochastic nonlinear dynamical models
2022/05/04 by Anubhab Ghosh, Mohamed Abdalmoaty, Ghosh, Anubhab +5 · 1 citation
Computer Science · Engineering · #Gaussian Processes and Bayesian Inference #Neural Networks and Applications #Fault Detection and Control Systems
- Near-Field ISAC in 6G: Addressing Phase Nonlinearity via Lifted Super-Resolution
2024/10/07 by Daei, Sajad, Zamani, Amirreza, Chatterjee, Saikat +2 · 1 citation
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering