David L. Donoho | |
---|---|
Born | Los Angeles, California, United States | March 5, 1957
Nationality | American |
Alma mater | Harvard University (BA) Princeton University (PhD) |
Awards | Shaw Prize (2013) Gauss Prize (2018) |
Scientific career | |
Fields | Statistics |
Institutions | Stanford University University of California, Berkeley |
Doctoral advisor | Peter J. Huber |
Doctoral students | Emmanuel Candès Jianqing Fan |
David Leigh Donoho (born March 5, 1957) is an American statistician. He is a professor of statistics at Stanford University, where he is also the Anne T. and Robert M. Bass Professor in the Humanities and Sciences. [1] His work includes the development of effective methods for the construction of low-dimensional representations for high-dimensional data problems (multiscale geometric analysis), development of wavelets for denoising and compressed sensing. He was elected a Member of the American Philosophical Society in 2019.
Donoho did his undergraduate studies at Princeton University, graduating in 1978. [2] His undergraduate thesis advisor was John W. Tukey. [3] Donoho obtained his Ph.D. from Harvard University in 1983, under the supervision of Peter J. Huber. [4] He was on the faculty of the University of California, Berkeley, from 1984 to 1990 before moving to Stanford.
He has been the Ph.D. advisor of at least 20 doctoral students, including Jianqing Fan and Emmanuel Candès. [4]
In 1991, Donoho was named a MacArthur Fellow. [5] He was elected a Fellow of the American Academy of Arts and Sciences in 1992. [6] He was the winner of the COPSS Presidents' Award in 1994. In 2001, he won the John von Neumann Prize of the Society for Industrial and Applied Mathematics. [7] In 2002, he was appointed to the Bass professorship. [2] He was elected a SIAM Fellow [8] and a foreign associate of the French Académie des sciences [9] in 2009, and in the same year received an honorary doctorate from the University of Chicago. [1] In 2010 he won the Norbert Wiener Prize in Applied Mathematics, given jointly by SIAM and the American Mathematical Society. [10] He is also a member of the United States National Academy of Sciences. [2] [11] In 2012 he became a fellow of the American Mathematical Society. [12] In 2013 he was awarded the Shaw Prize for Mathematics. [13] In 2016, he was awarded an honorary degree at the University of Waterloo. [14] In 2018, he was awarded the Gauss Prize from IMU.
Norbert Wiener was an American computer scientist, mathematician and philosopher. He became a professor of mathematics at the Massachusetts Institute of Technology (MIT). A child prodigy, Wiener later became an early researcher in stochastic and mathematical noise processes, contributing work relevant to electronic engineering, electronic communication, and control systems.
Cleve Barry Moler is an American mathematician and computer programmer specializing in numerical analysis. In the mid to late 1970s, he was one of the authors of LINPACK and EISPACK, Fortran libraries for numerical computing. He created MATLAB, a numerical computing package, to give his students at the University of New Mexico easy access to these libraries without writing Fortran. In 1984, he co-founded MathWorks with Jack Little to commercialize this program.
The Norbert Wiener Prize in Applied Mathematics is a $5000 prize awarded, every three years, for an outstanding contribution to "applied mathematics in the highest and broadest sense." It was endowed in 1967 in honor of Norbert Wiener by MIT's mathematics department and is provided jointly by the American Mathematical Society and Society for Industrial and Applied Mathematics and first issued in 1970. The recipient of the prize has to be a member of one of the awarding societies.
Frank Thomson "Tom" Leighton is the CEO of Akamai Technologies, the company he co-founded with the late Daniel Lewin in 1998. As one of the world's preeminent authorities on algorithms for network applications and cybersecurity, Dr. Leighton discovered a solution to free up web congestion using applied mathematics and distributed computing.
The Courant Institute of Mathematical Sciences is the mathematics research school of New York University (NYU). Founded in 1935, it is named after Richard Courant, one of the founders of the Courant Institute and also a mathematics professor at New York University from 1936 to 1972, and serves as a center for research and advanced training in computer science and mathematics. It is located on Gould Plaza next to the Stern School of Business and the economics department of the College of Arts and Science.
William Gilbert Strang is an American mathematician known for his contributions to finite element theory, the calculus of variations, wavelet analysis and linear algebra. He has made many contributions to mathematics education, including publishing mathematics textbooks. Strang was the MathWorks Professor of Mathematics at the Massachusetts Institute of Technology. He taught Linear Algebra, Computational Science, and Engineering, Learning from Data, and his lectures are freely available through MIT OpenCourseWare.
Jerrold Eldon Marsden was a Canadian mathematician. He was the Carl F. Braun Professor of Engineering and Control & Dynamical Systems at the California Institute of Technology. Marsden is listed as an ISI highly cited researcher.
Lloyd Nicholas Trefethen is an American mathematician, professor of numerical analysis and head of the Numerical Analysis Group at the Mathematical Institute, University of Oxford.
Alexandre Joel Chorin is an American mathematician known for his contributions to computational fluid mechanics, turbulence, and computational statistical mechanics.
Constantine Michael Dafermos is a Greek-American applied mathematician. He received a Diploma in Civil Engineering from the National Technical University of Athens (1964) and a Ph.D. in Mechanics from Johns Hopkins University under the direction of Jerald Ericksen (1967). He has been an Assistant Professor at Cornell University (1968-1971) and an Associate Professor (1971-1975) and Professor (1975-) in the Division of Applied Mathematics at Brown University. Since 1984, he has been the Alumni-Alumnae University Professor at Brown.
Margaret H. Wright is an American computer scientist and mathematician. She is a Silver Professor of Computer Science and former Chair of the Computer Science department at Courant Institute of Mathematical Sciences, New York University, with research interests in optimization, linear algebra, and scientific computing. She was elected to the National Academy of Engineering in 1997 for development of numerical optimization algorithms and for leadership in the applied mathematics community. She was elected to the National Academy of Sciences in 2005. She was the first woman to serve as President of the Society for Industrial and Applied Mathematics.
Tony Fan-Cheong Chan is a Chinese American mathematician who has been serving as President of the King Abdullah University of Science and Technology (KAUST) since 2018. Prior that, he was President of the Hong Kong University of Science and Technology from 2009 to 2018.
Chi-Wang Shu is the Theodore B. Stowell University Professor of Applied Mathematics at Brown University. He is known for his research in the fields of computational fluid dynamics, numerical solutions of conservation laws and Hamilton–Jacobi type equations. Shu has been listed as an ISI Highly Cited Author in Mathematics by the ISI Web of Knowledge.
Andrew Joseph Majda was an American mathematician and the Morse Professor of Arts and Sciences at the Courant Institute of Mathematical Sciences of New York University. He was known for his theoretical contributions to partial differential equations as well as his applied contributions to diverse areas including shock waves, combustion, incompressible flow, vortex dynamics, and atmospheric sciences.
George C. Papanicolaou is a Greek-American mathematician who specializes in applied and computational mathematics, partial differential equations, and stochastic processes. He is currently the Robert Grimmett Professor in Mathematics at Stanford University.
Emmanuel Jean Candès is a French statistician most well known for his contributions to the field of Compressed sensing and Statistical hypothesis testing. He is a professor of statistics and electrical engineering at Stanford University, where he is also the Barnum-Simons Chair in Mathematics and Statistics. Candès is a 2017 MacArthur Fellow.
Marsha J. Berger is an American computer scientist. Her areas of research include numerical analysis, computational fluid dynamics, and high-performance parallel computing. She is a Silver Professor (emeritus) of Computer Science and Mathematics in the Courant Institute of Mathematical Sciences of New York University. She is Group Leader of Modeling and Simulation in the Center for Computational Mathematics at the Flatiron Institute.
Ruth Jeannette Williams is an Australian-born American mathematician at the University of California, San Diego where she holds the Charles Lee Powell Chair as a Distinguished Professor of Mathematics. Her research concerns probability theory and stochastic processes.
Eitan Tadmor is a distinguished university professor at the University of Maryland, College Park, known for his contributions to the theory and computation of PDEs with diverse applications to shock wave, kinetic transport, incompressible flows, image processing, and self-organized collective dynamics.