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Biography
Fred Roosta is a faculty member in the School of Mathematics and Physics at the University of Queensland (UQ). He is also a research scientist at the International Computer Science Institute (ICSI) in Berkeley, California. In 2018, he was awarded the Discovery Early Career Researcher Award (DECRA) by the Australian Research Council for his research on Second-Order Optimization for Machine Learning. Prior to joining UQ, he was a postdoctoral fellow in the Department of Statistics and Department of Computer Science at the University of California, Berkeley. He obtained his PhD from the University of British Columbia in 2015. His current research interests include machine learning, numerical optimization, randomized algorithms, computational statistics, and scientific computing.
Presentations
Paper
Accelerators, FPGA, and GPUs
Algorithms
Graph Algorithms
Scalable Computing
TP
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