Meet the 2018 Amazon Fellows
The Amazon Fellows program is the result of a partnership between Caltech and Amazon AWS around Machine Learning and Artificial Intelligence (AI). The 2018 Amazon fellows are Ehsan Abbasi, Gautam Goel, Jonathan Kenny, Palma London, and Xiaobin Xiong. Abbasi is interest in contributing to a deeper understanding of convex and non-convex learning methods in AI and is an Electrical Engineering graduate student working with Professor Babak Hassibi. Goel’s research interest is at the interface of the theory and practice of machine learning and is advised by Professor Adam Wierman. London is also working with Professor Wierman. She is developing efficient algorithms for solving extremely large optimization problems. The methods are applicable to distributed and parallel optimization. For example in a distributed data center setting, the algorithms are robust to unreliable data transfer between data centers and take into account privacy concerns. Kenny is a Computation & Neural Systems graduate student working with Professor Thanos Siapas on deep neural networks to identify and classify brain states. Xiong is a mechanical engineering graduate student who enjoys working on real physical robots, to make them walk, jump, and run in real life. He is advised by Professor Aaron Ames and their research is focused on robotic bipedal locomotion
Ryan Monroe Wins Milton and Francis Clauser Doctoral Prize
Ryan Monroe, advised by Greg Hallinan is a winner of this year's Milton and Francis Clauser Doctoral Prize, for his thesis "Gigahertz Bandwidth and Nanosecond Timescales: New Frontiers in Radio Astronomy through Peak Performance Signal Processing." The Clauser Prize is awarded to students whose PhD thesis reflects "extraordinary standards of quality, innovative research, ingenuity, and especially the potential of opening new avenues of human thought and endeavor."
2018 Watson Fellow
Electrical engineering senior Michelle Wang, working with Professor Ali Hajimiri and Postdoctoral Scholar Alex Pai, has been selected to receive the Thomas J. Watson Fellowship. She will spend a year abroad working on a series of projects related to the augmentation of humanity through machines. "Prosthetics for children need to be flexible, durable, and need to be able to grow with the child so that they don't have to be replaced constantly," she says. "But beyond that, we want to find ways to make them proud of their prosthetics. We don't just want to give them mobility but dignity." [Caltech story]
Professor Wang Receives Biophotonics Award
Lihong Wang, Bren Professor of Medical Engineering and Electrical Engineering, has received the 2018 Michael S. Feld Biophotonics Award from the Optical Society (OSA) for “invention of the world’s fastest two-dimensional receive-only camera; enabling real-time imaging of the fastest phenomena on earth.” The award recognizes individuals for their innovative and influential contributions to the field of biophotonics, regardless of their career stage. [OSA release]
Meet the 2017 Amazon Fellows
Four graduate students from the Computing and Mathematical Sciences (CMS) Department and one from the Electrical Engineering (EE) Department have been selected as 2017 Amazon Fellows. This fellows program is the result of a partnership between Caltech and Amazon AWS around Machine Learning and Artificial Intelligence. The EE fellow is Srikanth Tenneti who is exploring the potential of deep learning for Direction of Arrival applications, and extending Ramanujan Sums based techniques for multi-dimensional periodicity extraction. CMS graduate student Navid Azizan Ruhi is researching faster optimization algorithms for machine learning. He is looking forward to visiting Amazon AI as a fellow and exchanging ideas with their researchers. Computer science graduate student Hoang Le is developing methods for efficient and intelligent sequential decision making in realistic systems. Florian Schaefer, whose focus is applied and computational mathematics, is researching the interface of statistical estimation and the design of fast algorithms. Control and dynamical systems graduate student Ellen Feldman, working with Professor Joel Burdick, has used part of the funding to present her research at the Society for Neuroscience annual meeting and looking forward to other future opportunities to share her research.
P. P. Vaidyanathan
Navid Azizan Ruhi