Did you know – SIAM recently launched a new Data Science Book Series! Data science is a forward-looking field and is seeing tremendous energy and growth. Have book ideas? We want to hear about them.
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By Leslie F. Greengard, Shidong Jiang, Manas Rachh, and Jun WangSIAM Review, Volume 66, Issue 2, Page 287-315, May 2024. We present a new version of the fast Gauss transform (FGT) for discrete and continuous sources. Classical Hermite expansions...
By Anita T. LaytonSIAM Review, Volume 66, Issue 2, Page 391-399, May 2024. As I sat down to write this introduction, I became curious how the books chosen for review have changed...
By Julianne Chung and Silvia GazzolaSIAM Review, Volume 66, Issue 2, Page 205-284, May 2024. This paper surveys an important class of methods that combine iterative projection methods and variational regularization methods for large-scale...
By Hannelore De Silva and Karl SigmundSIAM Review, Volume 66, Issue 2, Page 368-387, May 2024. This tutorial describes several basic and much-studied types of interactions with incomplete information, analyzing them by means of evolutionary...
By Hélène FrankowskaSIAM Review, Volume 66, Issue 2, Page 353-353, May 2024. In this issue the Education section presents two contributions. The first paper, “The Poincaré Metric and the Bergman...
By Shixiang Chen, Shiqian Ma, Anthony Man-Cho So, and Tong ZhangSIAM Review, Volume 66, Issue 2, Page 319-352, May 2024. We consider optimization problems over the Stiefel manifold whose objective function is the summation of a smooth function and...
By Stefan M. WildSIAM Review, Volume 66, Issue 2, Page 285-285, May 2024. The Gauss transform---convolution with a Gaussian in the continuous case and the sum of $N$ Gaussians at $M$ points...
By The EditorsSIAM Review, Volume 66, Issue 2, Page 317-317, May 2024. The SIGEST article in this issue is “Nonsmooth Optimization over the Stiefel Manifold and Beyond: Proximal Gradient Method and...
By Marlis HochbruckSIAM Review, Volume 66, Issue 2, Page 203-203, May 2024. Inverse problems arise in various applications---for instance, in geoscience, biomedical science, or mining engineering, to mention just a few....
By Steven G. KrantzSIAM Review, Volume 66, Issue 2, Page 355-367, May 2024. We treat the Poincaré metric on the disc. In particular we emphasize the fact that it is the canonical...
By Cédric Gerbelot, Emanuele Troiani, Francesca Mignacco, Florent Krzakala, and Lenka ZdeborováSIAM Journal on Mathematics of Data Science, Volume 6, Issue 2, Page 400-427, June 2024. Abstract.We prove closed-form equations for the exact high-dimensional asymptotics of a family of first-order...
May is Asian American and Pacific Islander (AAPI) Heritage Month in the U.S., a commemorative month to recognize the historical and cultural contributions of Asian Americans, Pacific Islanders, and ...
By Yu Tian and Renaud LambiotteSIAM Journal on Mathematics of Data Science, Volume 6, Issue 2, Page 372-399, June 2024. Abstract. Complex numbers define the relationship between entities in many situations. A canonical example...
By Hao Liu and Wenjing LiaoSIAM Journal on Mathematics of Data Science, Volume 6, Issue 2, Page 343-371, June 2024. Abstract. Many functions of interest are in a high-dimensional space but exhibit low-dimensional structures....
SIAM is excited to announce four new researchers who will receive funding through the SIAM Postdoctoral Support Program , the second set of awardees in this newly established program. These early ...
By Adrien Vacher, Boris Muzellec, Francis Bach, François-Xavier Vialard, and Alessandro RudiSIAM Journal on Mathematics of Data Science, Volume 6, Issue 2, Page 311-342, June 2024. Abstract.Under smoothness conditions, it was recently shown by Vacher et al. [Proceedings of the 34th Conference...
By YoonHaeng Hur, Wenxuan Guo, and Tengyuan LiangSIAM Journal on Mathematics of Data Science, Volume 6, Issue 2, Page 283-310, June 2024. Abstract. This paper introduces a new simulation-based inference procedure to model and sample from...
By Chiwei Yan, James Johndrow, Dawn Woodard, and Yanwei SunSIAM Journal on Mathematics of Data Science, Volume 6, Issue 2, Page 227-253, June 2024. Abstract. Modern mobile applications such as navigation services and ride-sharing platforms rely heavily on...
By Tamir Bendory and Dan EdidinSIAM Journal on Mathematics of Data Science, Volume 6, Issue 2, Page 254-282, June 2024. Abstract.Multireference alignment (MRA) is the problem of recovering a signal from its multiple noisy...
By Daniel LeJeune, Pratik Patil, Hamid Javadi, Richard G. Baraniuk, and Ryan J. TibshiraniSIAM Journal on Mathematics of Data Science, Volume 6, Issue 1, Page 199-225, March 2024. Abstract. We take a random matrix theory approach to random sketching and show an...
By Yi Yu, Oscar H. Madrid Padilla, Daren Wang, and Alessandro RinaldoSIAM Journal on Mathematics of Data Science, Volume 6, Issue 1, Page 176-198, March 2024. Abstract.We study the following online network change point detection settings: A time series of independent,...
By Haoyu Zhao, Konstantin Burlachenko, Zhize Li, and Peter RichtárikSIAM Journal on Mathematics of Data Science, Volume 6, Issue 1, Page 154-175, March 2024. Abstract.Due to the communication bottleneck in distributed and federated learning applications, algorithms using communication...
By Elisa Negrini and Levon NurbekyanSIAM Journal on Mathematics of Data Science, Volume 6, Issue 1, Page 97-126, March 2024. Abstract. In this work, we investigate applications of no-collision transportation maps introduced by Nurbekyan...
By Michał Dereziński and Elizaveta RebrovaSIAM Journal on Mathematics of Data Science, Volume 6, Issue 1, Page 127-153, March 2024. Abstract. Sketch-and-project is a framework which unifies many known iterative methods for solving linear...
By Anatoli Juditsky and Arkadi NemirovskiSIAM Journal on Mathematics of Data Science, Volume 6, Issue 1, Page 76-96, March 2024. Abstract.A polyhedral estimate [A. Juditsky and A. Nemirovski, Electron. J. Stat., 14 (2020), pp....
By Francis BachSIAM Journal on Mathematics of Data Science, Volume 6, Issue 1, Page 26-50, March 2024. Abstract. We consider linear regression problems with a varying number of random projections, where...
By Alec Koppel, Joe Eappen, Sujay Bhatt, Cole Hawkins, and Sumitra GaneshSIAM Journal on Mathematics of Data Science, Volume 6, Issue 1, Page 51-75, March 2024. Abstract. A fundamental challenge in Bayesian inference is efficient representation of a target distribution....
By Hwanwoo Kim, Daniel Sanz-Alonso, and Ruiyi YangSIAM Journal on Mathematics of Data Science, Volume 6, Issue 1, Page 1-25, March 2024. Abstract. This paper integrates manifold learning techniques within a Gaussian process upper confidence bound...
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April is National Volunteer Month, an occasion to celebrate the dedicated individuals who selflessly offer their time and energy to make SIAM (and the world) a better place. We would like to ...
By Bianca Champenois and Sanjana Paul During the first weekend in February, undergraduate and graduate students from the greater Boston area came together at the Massachusetts Institute of ...
Are you a student or an early career SIAM member, 35 years old or younger, and have you made a charitable gift to SIAM in 2024? If so, you can now join Young Friends of SIAM! We ...
March is Women's History Month, and to celebrate, SIAM is featuring women within our community for their contributions to the applied mathematics and computational science field. Read the ...
This prize was created in 2013 to emphasize George Pólya’s legacy of communicating mathematics effectively. It joins two long-standing Pólya prizes SIAM has awarded in combinatorics and other fields beginning in 1969.
This joint prize was established in 2002 to honor Sonia Kovalevsky and her work on the theory of differential equations. It is awarded to anyone in the scientific or engineering community whose work highlights the achievements of women in applied and computational mathematics. Nominations can be submitted via the AWM website.
The SIAM Student Paper Prize is awarded annually to the student author(s) of the most outstanding paper(s) accepted by SIAM journals within the three years preceding the nomination deadline. Starting with the 2018 award, the focus of the prize is to recognize outstanding scholarship by students in SIAM journals.
The prize was established in 1986 in memory of Richard C. DiPrima, who served SIAM for many years and in 1979–1980 as SIAM President. It aims to recognize an early career researcher in applied mathematics and is based on the doctoral dissertation.
Established in 2021, the prize is awarded to an outstanding senior researcher who has made broad and influential contributions to the Mathematical, Statistical or Computational foundations of Data Science. The prize recognizes a research career in the Mathematics of Data Science at the highest level of achievement.
Established in 2021, the prize is awarded to an outstanding early career researcher in the Mathematics of Data Science, for distinguished contributions to the field in the six calendar years prior to the year of the award.
The Pioneer Prize is awarded every four years at the International Council for Industrial and Applied Mathematics (ICIAM) Congress to one individual for pioneering work introducing applied mathematical methods and scientific computing techniques to an industrial problem area or a new scientific field of applications. Nominations can be submitted via the ICIAM website.
Through the generosity and inspiration of Gerald and Judith Porter, the Mathematical Association of America (MAA), American Mathematical Society (AMS), and SIAM offer this annual lecture at the Joint Mathematics Meetings. The lecture, first awarded in 2010, is given on a mathematical topic accessible to the broader community.
Named in honor of I. E. Block, a co-founder and the first managing director of SIAM, this lecture is open to the public at the SIAM Annual Meeting. It is intended to encourage public appreciation of applied mathematics and computational science by reaching out to the local community.
Established in 1959, the prize honors John von Neumann, a founder of modern computing. The prize is awarded annually for distinguished contributions to applied mathematics and for the effective communication of these ideas to the community.
The JPBM Communications Award is given annually to reward and encourage communicators who, on a sustained basis, bring mathematical ideas and information to non-mathematical audiences. The prize may be awarded in two categories: For Public Outreach and For Expository and Popular Books. Nominations can be submitted via the AMS website.
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The MAA-SIAM-AMS Hrabowski-Gates-Tapia-McBay (HGTM) Lecture is named after four influential scientists of color: Freeman Hrabowski, President of the University of Maryland at Baltimore County; James S. Gates, University of Maryland, College Park; Richard Tapia, Rice University; and Shirley McBay, Founder and former President of Quality Education for Minorities. This lecture started in 2016 as an activity of the Mathematical Association of America’s Committee on Minority Participation and became a jointly sponsored MAA-SIAM-AMS event in 2018.
The prize recognizes students for outstanding solutions to real world math problems. It is awarded to six of the teams judged "Outstanding" in the Mathematical Contest in Modeling (MCM) administered annually by the Consortium for Mathematics and Its Applications (COMAP). Registration is accepted via the COMAP website.
The SIAM Outstanding Paper Prize is not currently active. For the 20 years before it was discontinued in 2019, the SIAM Outstanding Paper Prizes brought attention to papers published in SIAM journals. Three awards were made each year to the authors of papers deemed by SIAM journal editors-in-chief worthy of particular attention.
The prize, established in 1985 and originally intended to be awarded periodically, is now awarded annually for contributions to the advancement of applied mathematics on the national or international level.
SIAM Journal on Mathematics of Data Science (SIMODS) publishes work that advances mathematical, statistical, and computational methods in the context of data and information sciences. We invite papers that present significant advances in this context, including applications to science, engineering, business, and medicine.
Looking for financial support to further your research? Fellowships often provide funding plus experiential learning opportunities to young researchers. Learn more about fellowship opportunities.
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Internships allow you to network and forge connections for future job possibilities, while also exploring possible areas of interest. Look at this list of companies who offer valuable opportunities.
Our community is founded on igniting groundbreaking developments in applied math and computational science. Take a deeper dive into your area of study with one of these opportunities.