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Meet the 2017 Amazon Fellows

02-23-18

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. 

Tags: EE honors CMS P. P. Vaidyanathan Babak Hassibi Joel Burdick Yisong Yue Navid Azizan Ruhi Hoang Le Ellen Feldman Florian Schaefer Srikanth Tenneti Houman Owhadi

Professor Kostina Receives NSF CAREER Award

02-12-18

Victoria Kostina, Assistant Professor of Electrical Engineering, has been awarded the National Science Foundation's (NSF) Faculty Early Career Development (CAREER) Award for her 5-year project, “Information Theory of Dynamical Systems”. The CAREER program is NSF's most prestigious awards for junior faculty members. The level and 5-year duration of the awards are designed to enable awardees to develop careers as outstanding teacher-scholars. Awardees are chosen because they exemplify the role of teacher-scholars through outstanding research, excellent education and the integration of education and research within the context of the mission of their organizations.

Tags: EE honors NSF CAREER NSF Victoria Kostina

Professor Wang Elected to the National Academy of Engineering

02-07-18

Lihong Wang, Bren Professor of Medical Engineering and Electrical Engineering, has been elected to the National Academy of Engineering (NAE). Professor Wang was elected for "inventions in photoacoustic microscopy enabling functional, metabolic, and molecular imaging in vivo." Election to the National Academy of Engineering is among the highest professional distinctions accorded to an engineer. Academy membership honors those who have made outstanding contributions to "engineering research, practice, or education, including, where appropriate, significant contributions to the engineering literature," and to the "pioneering of new and developing fields of technology, making major advancements in traditional fields of engineering, or developing/implementing innovative approaches to engineering education." [Caltech story] [NAE release]

Tags: EE honors MedE National Academy of Engineering Lihong Wang

Professor Fultz Named TMS Fellow

02-02-18

Brent Fultz, Barbara and Stanley R. Rawn, Jr., Professor of Materials Science and Applied Physics, has been named a 2018 Fellow of the Minerals, Metals, and Materials Society (TMS). Professor Fultz received the award for leadership in establishing the importance of vibrational entropy to the phase stability of alloys and for transformational advances in measurement techniques. This is a pinnacle award for the society and it recognizes outstanding contributions to the practice of metallurgy, materials science, and technology. [List of TMS fellows]

Tags: APhMS honors Brent Fultz

Professor Bernardi Receives NSF CAREER Award

01-04-18

Marco Bernardi, Assistant Professor of Applied Physics and Materials Science, has been awarded the National Science Foundation's (NSF) Faculty Early Career Development (CAREER) Award for his 5-year project, “First-Principles Electron and Spin Dynamics in Materials with Spin-Orbit Coupling”. The CAREER program is NSF's most prestigious awards for junior faculty members. The level and 5-year duration of the awards are designed to enable awardees to develop careers as outstanding teacher-scholars. Awardees are chosen because they exemplify the role of teacher-scholars through outstanding research, excellent education and the integration of education and research within the context of the mission of their organizations.

Tags: APhMS honors NSF CAREER NSF Marco Bernardi

Award For Technical Clarity and Ease of Understanding

12-22-17

Animashree (Anima) Anandkumar, Bren Professor of Computing and Mathematical Sciences, and colleagues have won a Best Poster Award at the Neural Information Processing Systems (NIPS) MLtrain workshop. The submission was called “Tensor Regression Networks with TensorLy and MXNet” and the work showed that tensor contractions and regression layers are an effective replacement for fully connected layers in deep learning architectures. The MLtrain workshop focuses on making research more accessible through ipython notebooks and the submissions are judged based on the technical clarity and ease of understanding of the poster and the code. [View the poster]

Tags: honors CMS Animashree Anandkumar

Outstanding Undergraduate Researcher Award

12-22-17

Caltech senior Ching-Yun “Chloe” Hsu has won a 2018 Outstanding Undergraduate Researcher Award from the Computing Research Association (CRA). Her research interests are in theoretical computer science and the intersection of computer science and mathematics.  She learned about the “3SUM Conjecture” when she took a course in computational complexity theory in her freshman year and her subsequent research on that problem has led to important new results that were published in the 42ndInternational Symposium on Mathematical Foundations of Computer Science in 2017.  In addition, results of her research on the Discrete Fourier Transform were published in the Symposium on Discrete Algorithms in 2018.  She has served as teaching assistant for numerous courses and as an English to Chinese translator for Scientific American. [CRA bulletin]

Caltech senior Jacob (Jalex) Stark received an honorable mention form the CRA awards selection committee.

Tags: honors CMS Ching-Yun (Chloe) Hsu Jacob Stark

Best Poster Award At Neural Information Processing Systems Conference

12-20-17

CMS postdoctoral scholar Qi (Rose) Yu, working with Professor Anandkumar, and graduate student Stephan Zheng, working with Professor Yue, have won the Best Poster Presentation Award at the 2017 Neural Information Processing Systems (NIPS) Time Series Workshop. Dr. Yu works on the challenge of long-term forecasting in environments with nonlinear dynamics such as those involving climate and traffic data. She is tackling this challenge uses Tensor-Train RNN which are a novel family of neural sequence models that learn nonlinear dynamics directly using higher order moments and high-order state transition functions. [View her poster]

Tags: honors CMS Yisong Yue Animashree Anandkumar postdocs Qi (Rose) Yu Stephan Tao Zheng

Professor Hoffmann Elected to Chinese Academy of Engineering

11-27-17

Michael R. Hoffmann, Theodore Y. Wu Professor of Environmental Science, has been elected to the Chinese Academy of Engineering (CAE). Professor Hoffman was one of 18 foreign experts, including Microsoft founder Bill Gates, who were inducted into the CAE which is the foremost engineering academy in China. [CAE announcement]

Tags: honors ESE Michael Hoffmann

Professor Rosakis Named AAAS Fellow

11-20-17

Ares J. Rosakis, Theodore von Karman Professor of Aeronautics and Mechanical Engineering, has been named fellows of the American Association for the Advancement of Science (AAAS). This year's 396 AAAS fellows have been recognized for their "scientifically or socially distinguished efforts to advance science or its applications," according to the AAAS. Professor Rosakis was specifically recognized for his “distinguished contributions in the field of aeronautics and mechanical engineering, particularly for fracture mechanics of materials ranging from thin films to earthquakes.” [Caltech story]

Tags: honors GALCIT MCE Ares Rosakis AAAS