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Dr. Shinichi Nakajima


Technische Universität Berlin
Machine Learning / Intelligent Data Analysis (IDA)

Marchstraße 23, 10587 Berlin

Shinichi Nakajima Bifold research group lead
© Nakajima

Dr. Shinichi Nakajima

Research Group Lead

Dr. Shinichi Nakajima is a member of Machine Learning Group in Technische Universität Berlin. He received the master degree on physics in 1995 from Kobe university, and worked with Nikon Corporation until September 2014 on statistical analysis, image processing, and machine learning. He received the doctoral degree on computer science in 2006 from Tokyo Institute of Technology. His research interest is in theory and applications of machine learning, in particular, Bayesian inference, generative modeling, uncertainty estimation, explainable artificial intelligence, and their applications for computer vision, natural language processing, science and quantum computing. At the BIFOLD he leads the research group "Probabilistic Modeling and Inference".



Kirill Bykov, Anna Hedström, Shinichi Nakajima, Marina M.-C. Höhne

NoiseGrad: enhancing explanations by introducing stochasticity to model weights

May 30 , 2022

Kim A. Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Pan Kessel, Shinichi Nakajima, Paolo Stornati

On Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models

January 19 , 2021