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control systems, dynamical modeling, Multi-agent systems, robotics, Time Scale Theory |
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Basem Shihada, Professor, Computer Science
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communication networks, communications |
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data mining, recommender systems |
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artificial intelligence, machine learning, semantic analysis, UAV |
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Deep learning, machine learning, optimization |
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computer graphics |
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Computer Vision, Deep learning, Federated learning |
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optical frequency combs, quantum-dot lasers |
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artificial intelligence for wireless communication, distributed multimodal ISAC, ISAC, Semantic Communication |
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computer graphics, Computer Vision, geometric modeling, geometry processing |
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artificial intelligence, Computer Vision, deep learning, Video Understanding |
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network security, optimization, Performance analysis, Wireless Communications |
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graph embedding |
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cyber-physical systems, cybersecurity, embedded systems, industrial control systems, IoT, resiliency |
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Affective AI, Human-computer Interaction, Interactive Video Generation |
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computer graphics, geometric computing, machine learning |
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Data Privacy, machine learning, Machine Unlearning |
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machine learning, optimization, Signal processing, Wireless communication |
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artificial intelligence, Deep learning, geometric modeling, urban modeling |
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data mining, machine learning, Metial |
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Quantitative finance, stochastic algorithms |
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superposition coded multicasting, wireless sensor networks |
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data visualisation, point cloud |
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IBM, mobile technology, visual computing, visualization |
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computer graphics, machine learning, Scientific Visualization |
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ambit fields, neural inference methods, simulation-based inference, Spatial and spatio-temporal statistics |
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computer graphics, geometric computing, physical simulation |
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computational bioscience, epigenetics, functional biology, genomics, machine learning |
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computational science and engineering, High Performance Computing, machine learning, numerical analysis, parellel computing, Partial Differential Equations, quantum computing, scalable solvers, software development, spatial statistics |
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computer graphics, visualization |
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artificial intelligence, bioinformatics, nanovisualization |
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Continual Learning, Meta Learning, Reinforcement Learning |
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Di Wang, Assistant Professor, Computer Science
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data mining, machine learning, privacy, security |
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artificial intelligence, bioinformatics, machine learning |
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machine learning, optimization |
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Dominik L. Michels, Associate Professor, Computer Science
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algorithmics, machine learning, numerical simulations, scientific computing, visual computing |
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computer graphics, visualization |
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Federated learning, machine learning, optimization |
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data mining, Information retrieval |
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optimization, randomized methods |
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Deep learning, Genomic signals, Methods, Recognition |
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Computer architecture, Cryptography, distributed systems, fault tolerance, High Performance Computing, power-aware computing |
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algorithms, machine learning, optimization |
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machine learning |
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multivariate analysis |
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computer networking and systems, IoT, participatory sensing |
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aerospace software system, control systems, optimization, robotics |
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autonomous vehicles, cyber-physical systems, cybersecurity, IoT |
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Affective Captioning, artificial intelligence, machine learning |
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cloud computing, mobile computing |
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computer graphics, machine learning, Scientific Visualization |
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Data Analyst, Software Developer |
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Learning in Physical Environments, machine learning |
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big data management, cloud computing, wireless mesh networks |
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protein function prediction |
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data mining, machine learning |
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nanofabrication, nanomaterials, nanophotonics, Solar fuels |
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artificial intelligence, computer graphics |
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bioinformatics, Knowledge representation and reasoning, Neuro-Symbolic AI |
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Action Recognition, Self-supervised learning, Video Understanding |
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bioinformatics, data analysis, machine learning, metabolic simulations, rare genetic disorders |
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Francesco Orabona, Associate Professor, Computer Science
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machine learning, Online learning, optimization, Statistical learning theory |
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data management, machine learning |
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computational fluid dynamics, environmental research, neuroscience, numerical methods |
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geometric modeling, High Performance Computing, large languaje models, Neural Network training algorithms, numerical simulations, scientific computing |
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biomechanics, numerical analysis, scientific computing, solid mechanics |
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bioinformatics, machine learning, neural network, protein structures |
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Free-space optical communications, optical imaging, remote sensing, Terahertz communications |
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Computer Vision, point cloud |
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computational imaging, Deep learning, inverse problems, optimization |
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data management, data mining |
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Computer Vision, Deep learning |
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data mining, machine learning |
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Adaptive Optics, Chaos Shift Keying, FSO/RF Systems, intelligent reflecting surfaces |
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Computer Vision, Continual Learning, Deep learning, representation learning |
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bioinformatics, computational methods, data analysis, machine learning |
