Alexander Hagg
Researcher Ummbas Project at Bonn-Rhein-Sieg University Of Applied Sciences
Based in Bonn, Germany
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Other
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Location
Bonn
Industry
Higher Education
Company size
1K
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Background
About Alexander Hagg
Dutch researcher with international experience in both teaching and research. Strong background in robotics, machine learning, biologically-inspired computation and computer vision. Primarily interested in computer aided ideation, efficient optimization, data efficient learning, and computational creativity & design processes with an emphasis on application. My work and interest is also informed by the climate catastrophe. As it should be for anyone on this planet. Read my dissertation at https://scholarlypublications.universiteitleiden.nl/handle/1887/3245521 Experience (excerpt): Methods: optimization (multi-solution), evolutionary computation, generative models, classical and deep learning, Gaussian processes, Bayesian optimization, computer vision, 3D vision and robot perception methods, general autonomous robotics Frameworks: TensorFlow, PyTorch, SciKit-learn, pandas, PyGP, GPML, NumPy, SciPy, ROS, OpenCV, RDKit Domains: aerodynamics, architecture, general CAD, shape optimization, traffic planning, AI for sports, AI for social work, rescue robotics, household robotics, computational chemistry, computational medical chemistry Publications: see
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