Lars Ruthotto

76 posts

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Lars Ruthotto

Lars Ruthotto

@lruthotto

Mathematician with research interest in optimization, inverse problems, and machine learning.

Georgia, USA Katılım Mart 2013
83 Takip Edilen400 Takipçiler
SIAM
SIAM@TheSIAMNews·
To close out #SIAMMDS22, Andrew Stuart of @Caltech delivers the final invited talk — highlighting recent progress in #SupervisedLearning in function space, explaining different approaches, and showcasing their use in applications.
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Boris Shustin
Boris Shustin@BShustin·
Congratulations to Paz Fink Shustin for being selected for a best poster award at #SIAMMDS22
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Lars Ruthotto
Lars Ruthotto@lruthotto·
En route to #SIAMMDS22 in San Diego. Looking forward to a fantastic week full of exciting talks and people. Thanks to the SIAM staff for all their help putting the conference together!
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Dirk L.
Dirk L.@Dirque_L·
Submitted a mini-syposium to @TheSIAMNews Math of Data Science conference this Sep in San Diego and wondering when we get some response. 🤔 @lruthotto , maybe you know anything about the time line?
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Lars Ruthotto
Lars Ruthotto@lruthotto·
Headed to #SIAMUQ22 in downtown Atlanta. So great to be back at a conference in person. Looking forward to meeting many old and new friends and some great talks. I’ll speak in MS49 in about 90 minutes
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Lars Ruthotto
Lars Ruthotto@lruthotto·
SIAM MDS22 is going hybrid: Speakers can choose to give their talks in-person or online. It is also not too late to propose mini-symposia, posters, contributed talks. See siam.org/conferences/CM…
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SIAM
SIAM@TheSIAMNews·
SIAM Conference on Mathematics of Data Science (MDS22) minisymposium deadline has been extended to Monday, March 28. Submit now! siam.org/conferences/CM… #SIAMMDS22
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Lars Ruthotto
Lars Ruthotto@lruthotto·
The March 1 application deadline for our REU/RET site on Computational Mathematics for Data Science is approaching. If you are (or know) an undergraduate student or in-service teacher and want to join, find more information here: math.emory.edu/site/cmds-reur…
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Lars Ruthotto
Lars Ruthotto@lruthotto·
The call for participation in SIAM's 2nd conference on Mathematics and Data Science #SIAMMDS22 is out! I'm honored and excited to co-chair this meeting. Mark your calendars for Sept 26-30,2022! siam.org/conferences/cm…
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Lars Ruthotto
Lars Ruthotto@lruthotto·
Congrats to @MathEmory REU students Katy Keegan, Tanvi Vishwanath, and Yihua Xu and mentors Liz Newman and Vida John on their paper arxiv.org/pdf/2111.00587… Their paper shows that treating fMRI data as tensors is more effective for classification than good old matrix-based methods
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Lars Ruthotto
Lars Ruthotto@lruthotto·
Training deep neural networks can be challenging! Think learning rates, regularization, other hyperparameters... In her new paper, @MathEmory postdoc Liz Newman splits off the weights of the last layer to improve training: arxiv.org/abs/2109.14002
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Lars Ruthotto
Lars Ruthotto@lruthotto·
Congratulations to my REU/RET students Elle Buser, Emma Hart, and Ben Huenemann on finishing an exciting paper! Preprint available here arxiv.org/abs/2109.14116. Thanks also to Justin Smith for his help and @MathEmory and the @NSF for their support!
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Lars Ruthotto
Lars Ruthotto@lruthotto·
@MathEmory is hiring across ranks and research groups this year! One key focus is computational mathematics for data science. Join our collaborative department and vibrant research community. To learn more about open positions and how to apply see math.emory.edu/about/faculty-…
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Lars Ruthotto
Lars Ruthotto@lruthotto·
Interested in big tensor data (speech, images, videos)? Check out this paper on a rigorous mathematical framework to compress and represent your data. Congrats to my postdoc Elizabeth Newman and her collaborators on this work and its publication in PNAS pnas.org/content/118/28…
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