Data Science in Multi-Messenger Astrophysics, University of Minnesota

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Multi-Messenger Astrophysics (MMA) is an emerging field of astrophysics where multiple messengers are used to study astrophysical and cosmological events and processes: light, gravitational waves, neutrino particles, cosmic rays, and gamma rays.

Operating as usual

05/30/2024

We are of our recent graduates! Watch the CSE commencement ceremony is less than 1️⃣ minute! 🎓🎉

Data Tech 2024 05/17/2024

Registration is open for Data Tech 2024, coming up Friday, June 7 at Best Buy HQ! Join them as we continue to explore the latest in emerging technology and its impact on data science.

Data Tech 2024 Bringing together the analytics community to explore the latest in AI, data science, and emerging technology.

05/08/2024

Congratulations to DSMMA Cohort 2022 students on their hard work on their Capstone Research Projects! Some are graduating with their MS degree while some are continuing their PhD education. Regardless of where they are on their path we are so proud of you and your hard work! It's been great to have them in the DSMMA program!

04/30/2024

We hope to see you at 1:25 today for the Data Science Seminar.

Generative Machine Learning Models for Uncertainty Quantification Data Science SeminarGuannan Zhang (Oak Ridge National Laboratory (ORNL))AbstractGenerative machine learning models, including variational auto-encoders (VAE), normalizing flows (NF), generative adversarial networks (GANs), diffusion models, have dramatically improved the quality and realism of gener...

ML Seminar: Constrained Continuous Optimization with First-Order Methods 04/30/2024

Check out the Machine Learning Seminar today from 11-12 in Keller Hall 3-180 or via Zoom.

ML Seminar: Constrained Continuous Optimization with First-Order Methods The UMN Machine Learning Seminar Series brings together faculty, students, and local industrial partners who are interested in the theoretical, computational, and applied aspects of machine learning, to pose problems, exchange ideas, and foster collaborations. The talks are every Tuesday from 11 a.m...

04/26/2024

Check out the Data Science Seminar today in Lind Hall 325.

Local geometry determines global landscape in low-rank factorization for synchronization Data Science SeminarShuyang Ling (New York University)AbstractThe orthogonal group synchronization problem, which focuses on recovering orthogonal group elements from their corrupted pairwise measurements, encompasses examples such as high-dimensional Kuramoto model on general signed networks, $\mat...

Natural Language Processing Poster Presentations 04/25/2024

Check out the Natural Language Processing Poster presentations today from 2:30 p.m.-3:45 p.m. in Shepard 164 (Drone Lab). DSMMA program student, Jithendra Jagannatha will be presenting a poster.

Natural Language Processing Poster Presentations We are going to hold two poster presentation sessions. April 23, 2:30-3:45pmApril 25, 2:30-3:45pmSpring 2024 PostersGroup A - April 25, 2:30-3:45pmLexical decryptorsSandeep Bhuiya, Mudit Jantwal, Hemanth Kumar Tirupati, Shreya Yashodhar"Scientific Text Simplification"NLProsBenjamin Kosieradzki, Mitc...

04/23/2024

April is Autism Acceptance Month. Join us as we raise awareness to promote autism acceptance, celebrate neurodiversity and individual differences, and continue to advance inclusivity and connectedness throughout the community. It’s also a time to renew our commitment to honor the unique lived experiences of people with autism. Working together, we can support young families as well as children and youth with autism as they transition into adulthood, helping each individual reach their full potential.

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ML Seminar: Beyond Adam: What Optimization Can Help Large Foundation Models 04/23/2024

Check out the Machine Learning Seminar today at 11:00 a.m. in Keller Hall 3-180.

ML Seminar: Beyond Adam: What Optimization Can Help Large Foundation Models The UMN Machine Learning Seminar Series brings together faculty, students, and local industrial partners who are interested in the theoretical, computational, and applied aspects of machine learning, to pose problems, exchange ideas, and foster collaborations. The talks are every Tuesday from 11 a.m...

04/22/2024

Happy Earth Day!

Happy Earth Day! 🌎

04/19/2024

Congratulations to DSMMA Cohort 2022 member, Sam Penders, on presenting at the 2024 Data Science Poster Fair. It's been great to have Sam as part of the DSMMA community and wish him all the best after graduating in May 2024 with an MS in Data Science. Congratuations Sam on your hard work!

U of M researchers lead NASA’s first solar flare observation campaign 04/19/2024

UMN researchers, including Associate Professor Lindsay Glesener and DSMMA faculty member, are part of 's first solar flare observation campaign! ☀️ They had a successful sounding rocket launch yesterday! Read more about the project at https://z.umn.edu/SolarFlares

Congratulations to Associate Professor Lindsay Glesener and team!


U of M researchers lead NASA’s first solar flare observation campaign Understanding solar flares can help us react in real time to avoid power grid and communications disruptionsMINNEAPOLIS / ST. PAUL (04/18/2024) - For the first time, a team of University of Minnesota Twin Cities researchers launched a sounding rocket to study solar flares in real time. The rocket, n...

Minnesota Institute for Astrophysics Public Lecture: A Life in the Day of Outer Solar System Exploration 04/17/2024

Check out the Minnesota Institute of Astrophysics Public Lecture tonight at 6:00 p.m. at Coffman Memorial Union.

Minnesota Institute for Astrophysics Public Lecture: A Life in the Day of Outer Solar System Exploration Ali H. Sulaiman (University of Minnesota)Jupiter and Saturn’s internal magnetic fields carve out a cavity in the interplanetary medium to form two of the largest magnetospheres in our solar system. Immersed within their magnetic environments are geologically active moons. Two notable examples are ...

ML Seminar: Numerical understanding of neural networks: from representation to learning dynamics 04/16/2024

Check out the Machine Learning Seminar occuring today at 11 a.m. in Keller Hall 3-180.

ML Seminar: Numerical understanding of neural networks: from representation to learning dynamics The UMN Machine Learning Seminar Series brings together faculty, students, and local industrial partners who are interested in the theoretical, computational, and applied aspects of machine learning, to pose problems, exchange ideas, and foster collaborations. The talks are every Tuesday from 11 a.m...

04/15/2024

Check out the Data Tech conference on Friday, June 7, 2024 at Best Buy HQ!

Data Tech returns Friday, June 7, 2024 at Best Buy HQ! Join us as we continue to explore the latest in emerging technology and its impact on data science. Registration is free for practitioners and the curious, and will open 4-6 weeks before the event. Now accepting speaker proposals! Learn more: https://minneanalytics.org/datatech-2024/

CS&E Colloquium: Co-Designing Algorithms and Hardware for Efficient Machine Learning (ML): Advancing the Democratization of ML 04/05/2024

Check out the CS&E Colloquium today at 11:15 a.m. - 12:15. This week's speaker, Caiwen Ding (University of Connecticut), will be giving a talk titled, "Co-Designing Algorithms and Hardware for Efficient Machine Learning (ML): Advancing the Democratization of ML".

CS&E Colloquium: Co-Designing Algorithms and Hardware for Efficient Machine Learning (ML): Advancing the Democratization of ML The computer science colloquium takes place on Mondays and Fridays from 11:15 a.m. - 12:15 p.m. This week's speaker, Caiwen Ding (University of Connecticut), will be giving a talk titled, "Co-Designing Algorithms and Hardware for Efficient Machine Learning (ML): Advancing the Democratization of ML"....

ML Seminar: Policy Learning Methods for Confounded POMDPs 04/02/2024

Check out the Machine Learning Seminar today at 11:00 a.m.

ML Seminar: Policy Learning Methods for Confounded POMDPs The UMN Machine Learning Seminar Series brings together faculty, students, and local industrial partners who are interested in the theoretical, computational, and applied aspects of machine learning, to pose problems, exchange ideas, and foster collaborations. The talks are every Tuesday from 11 a.m...

CS&E Colloquium: Toward Practical Quantum Computing Systems with Intelligent Cross-Stack Co-Design 03/21/2024

Stop in to the CS&E Colloquium tomorrow at 11:15 a.m. in Keller Hall 3-180. Hanrui Wang (MIT) will be giving a talk titled "Toward Practical Quantum Computing Systems with Intelligent Cross-Stack Co-Design".

CS&E Colloquium: Toward Practical Quantum Computing Systems with Intelligent Cross-Stack Co-Design The computer science colloquium takes place on Mondays and Fridays from 11:15 a.m. - 12:15 p.m. This week's speaker, Hanrui Wang (MIT), will be giving a talk titled "Toward Practical Quantum Computing Systems with Intelligent Cross-Stack Co-Design".AbstractQuantum Computing (QC) has the potential to...

Fourier representations for fast Gaussian process regression 03/19/2024

Check out the Data Science Seminar at 1:25 p.m. today.

Fourier representations for fast Gaussian process regression Data Science SeminarPhilip Greengard (Columbia University)AbstractOver the last couple of decades a large number of numerical methods have been introduced for efficiently performing Gaussian process regression. Most of these methods focus on fast inversion of the covariance matrix that appears in th...

ML Seminar: Vertical Reasoning Enhanced Learning, Generation and Scientific Discovery 03/19/2024

Yexiang Xue (Purdue University), will be giving a talk titled "Vertical Reasoning Enhanced Learning, Generation and Scientific Discovery". Check out the talk in Keller Hall 3-180 at 11:00 a.m. today.

ML Seminar: Vertical Reasoning Enhanced Learning, Generation and Scientific Discovery The UMN Machine Learning Seminar Series brings together faculty, students, and local industrial partners who are interested in the theoretical, computational, and applied aspects of machine learning, to pose problems, exchange ideas, and foster collaborations. The talks are every Tuesday from 11 a.m...

03/18/2024

Check out the CS&E Colloquium at 11:15 a.m. today in Keller Hall 3-180. This week's speaker, Zhun Deng (Columbia University), will be giving a talk titled "Taming the Beast: Practical Theories for Responsible Learning".

CS&E Colloquium: Intelligent Software in the Era of Deep Learning 03/15/2024

Check out the CS&E Colloquium at 11:15 today in Keller Hall 3-180. This week's speaker, Yuke Wang (University of California, Santa Barbara), will be giving a talk titled "Intelligent Software in the Era of Deep Learning".

CS&E Colloquium: Intelligent Software in the Era of Deep Learning The computer science colloquium takes place on Mondays and Fridays from 11:15 a.m. - 12:15 p.m. This week's speaker, Yuke Wang (University of California, Santa Barbara), will be giving a talk titled "Intelligent Software in the Era of Deep Learning".AbstractWith the end of Moore's Law and the rise o...

Random High-Dimensional Binary Vectors, Kernel Methods, and Hyperdimensional Computing 03/12/2024

Check out the Data Science Seminar at 1:25 p.m. today with Nicholas Marshall (Oregon State University).

Random High-Dimensional Binary Vectors, Kernel Methods, and Hyperdimensional Computing Data Science SeminarNicholas Marshall (Oregon State University)AbstractThis talk explores the mathematics underlying hyperdimensional computing (HDC), a computing paradigm that employs high-dimensional binary vectors. In HDC, data is encoded by permuting and combining random high-dimensional binary....

CSE DSI Machine Learning Seminar with Quanquan Gu (CS, UCLA) 03/12/2024

Check out the CSE DSI Machine Learning Seminar today from 11-12 with Quanquan Gu (CS, UCLA) in Keller Hall 3-180 and via Zoom.

CSE DSI Machine Learning Seminar with Quanquan Gu (CS, UCLA) Self-Play Fine-Tuning Converts Weak Language Models to Strong Language ModelsHarnessing the power of human-annotated data through Supervised Fine-Tuning (SFT) is pivotal for advancing Large Language Models (LLMs). In this paper, we delve into the prospect of growing a strong LLM out of a weak one wi...

CS&E Colloquium: Lossy computation done right: Scalable and Accessible LLM Fine-Tuning and Serving 03/11/2024

Be sure to check out the CS&E Colloquium today at 11:15 a.m. in Keller Hall 3-180. Today's speaker, Zirui Liu (Rice University), will be giving a talk titled "Lossy computation done right: Scalable and Accessible LLM Fine-Tuning and Serving".

CS&E Colloquium: Lossy computation done right: Scalable and Accessible LLM Fine-Tuning and Serving The computer science colloquium takes place on Mondays and Fridays from 11:15 a.m. - 12:15 p.m. This week's speaker, Zirui Liu (Rice University), will be giving a talk titled "Lossy computation done right: Scalable and Accessible LLM Fine-Tuning and Serving".AbstractAs the model size grows, Large la...

Welcome to the DSMMA Program | Data Science in Multi-Messenger Astrophysics 03/07/2024

We're delighted to keep spotlighting the talented students of the DSMMA program in our Trainee Spotlight series. Visit the dedicated section on the DSMMA website to read about our exceptional students. Each week, we feature a standout participant in the DSMMA Weekly Calendar and across our social media channels. This week, we're thrilled to highlight Sam Penders! Learn about Sam at https://dsmma.umn.edu/
1.) Go to DSMMA News Tab
2.) Scroll down to find Sam's spotlight under "Trainee Spotlight."

Welcome to the DSMMA Program | Data Science in Multi-Messenger Astrophysics Welcome to the DSMMA Program! The National Science Foundation-supported research training program Data Science in Multi-Messenger Astrophysics at the University of Minnesota is designed to train graduate students in modern data science techniques, using as a training ground the field of Multi-Messen...

Photos from Data Science in Multi-Messenger Astrophysics, University of Minnesota's post 03/04/2024

The DSMMA program held a telescope event in the Tate Hall Observatory on the UMN Twin Cities campus. Thank you to DSMMA program students Bonnabelle Zabelle (Cohort 2023), Lindsey Gordon (Cohort 2022), and Tyler Barna (Cohort 2022) for leading the event and showing us the stars!

CS&E Colloquium: Adaptive Experimental Design to Accelerate Scientific Discovery and Engineering Design 03/01/2024

Check out the Computer Science Colloquium today at 11:15 a.m. The computer science This week's speaker, A***n Deshwal (Washington State University), will be giving a talk titled "Adaptive Experimental Design to Accelerate Scientific Discovery and Engineering Design".

CS&E Colloquium: Adaptive Experimental Design to Accelerate Scientific Discovery and Engineering Design The computer science colloquium takes place on Mondays and Fridays from 11:15 a.m. - 12:15 p.m. This week's speaker, A***n Deshwal (Washington State University), will be giving a talk titled "Adaptive Experimental Design to Accelerate Scientific Discovery and Engineering Design".AbstractA huge range...

02/27/2024

Announcing the first cohort of speakers for the 2024 Healthcare Data Science Conference, coming up April 19 at Best Buy HQ. More than 20 speakers have been confirmed so far. Stay tuned—registration opens in early March! Learn more: https://minneanalytics.org/halicon-2024/

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Minneapolis, MN
55455

Opening Hours

Monday 8am - 4:30pm
Tuesday 8am - 4:30pm
Wednesday 8am - 4:30pm
Thursday 8am - 4:30pm
Friday 8am - 4:30pm
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