Dasgupta, Sakyasingha

1. Model-based Deep Reinforcement Learning for Dynamic Portfolio Optimization
   2019/01/25 by P. L. Yu, Yu, Pengqian, Joon Sern Lee +7 · 7 citations
   Decision Sciences · Economics, Econometrics and Finance · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Financial Markets and Investment Strategies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods
2. Transfer Learning From Synthetic To Real Images Using Variational Autoencoders For Precise Position Detection
   2018/07/04 by Tadanobu Inoue, Inoue, Tadanobu, Subhajit Chaudhury +5 · 5 citations
   Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques
3. Hardware/Software Co-Exploration of Neural Architectures
   2019/07/06 by Weiwen Jiang, Lei Yang, Jiang, Weiwen +13 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE)
4. Transfer learning from synthetic to real images using variational autoencoders for robotic applications
   2017/09/20 by Tadanobu Inoue, Inoue, Tadanobu, Subhajit Chaudhury +5 · 3 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Reinforcement Learning in Robotics #Domain Adaptation and Few-Shot Learning
5. Object Detection using Domain Randomization and Generative Adversarial Refinement of Synthetic Images
   2018/05/30 by Fernando Camaro Nogues, Nogues, Fernando Camaro, Andrew Huie +3 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Neural and Evolutionary Computing (cs.NE)
6. Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search with Hot Start
   2020/07/17 by Weiwen Jiang, Lei Yang, Jiang, Weiwen +7 · 2 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE) #Signal Processing (eess.SP) #electronic engineering #information engineering
7. Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices
   2021/02/12 by Song, Yuhong, Jiang, Weiwen, Li, Bingbing +6 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)