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Graph Clustering Dynamics: From Spectral to Mean Shift
Description:
Clustering algorithms based on mean shift or spectral methods on graphs are ubiquitous in data analysis. However, in practice, these two types of algorithms are treated as conceptually disjoint: mean shift clusters based on the density of a dataset, while spectral methods allow for clustering based on geometry. In joint work with Nicolás ...
Creator:
Craig, Katy (University of California, Santa Barbara)
Created:
2022-02-15
Contributed By:
University of Minnesota, Institute for Mathematics and its Applications.
Last Updated:
2022-04-22
Graph Clustering Dynamics: From Spectral to Mean Shift
Best Practices A Data Scientist Should Know
Description:
In this talk, Hande will give an overview of some of the best practices a data scientist should know. These will include topics like virtual environments, utilizing functions, code documentation and other things that you could start incorporating in your data science projects or coding in general. She will also include some quick tips and advice...
Creator:
Tuzel, Hande (Sabre Corporation)
Created:
2022-02-11
Contributed By:
University of Minnesota, Institute for Mathematics and its Applications.
Last Updated:
2022-04-22
Best Practices A Data Scientist Should Know
Decomposing Low-Rank Symmetric Tensors
Description:
This talk will describe a suite of physically inspired instruments we've developed to enable exploration of large-scale text data, illuminate collective behavioral patterns, and develop a science of stories. Along with our flagship efforts at http://hedonometer.org and https://storywrangling.org we show how Instagram photos reveal markers of dep...
Creator:
Kileel, Joe (The University of Texas at Austin)
Created:
2022-02-08
Contributed By:
University of Minnesota, Institute for Mathematics and its Applications.
Last Updated:
2022-04-22
Decomposing Low-Rank Symmetric Tensors
Stability and Generalization in Graph Convolutional Neural Networks
Description:
In recent years, the need to accommodate non-Euclidean structures in data science has brought a boom in deep learning methods on graphs, leading to many practical applications with commercial impact. In this talk, we will review the mathematical foundations of the generalization capabilities of graph convolutional neural networks (GNNs). We will...
Creator:
Levie, Ron (Ludwig-Maximilians-Universität München)
Created:
2022-02-01
Contributed By:
University of Minnesota, Institute for Mathematics and its Applications.
Last Updated:
2022-04-22
Stability and Generalization in Graph Convolutional Neural Networks
"The School for Lies" 2022 University of Minnesota Duluth Theatre production photographs
Description:
Photographs from University of Minnesota Duluth Theatre’s 2022 production of The School for Lies. Run dates: February 3-12, 2022. Venue: Marshall Performing Arts Center Mainstage Theatre. In the cast photo, the actors all wore masks due to the COVID-19 pandemic. Director: Lauren Roth. Cast list--Celimene: Kelly Solberg; Oronte: Nick Wright; Acas...
Creator:
Montgomery, Derek
Created:
2022-02
Contributed By:
Archives and Special Collections, Kathryn A. Martin Library, University of Minnesota Duluth
Page Count:
34
Last Updated:
2024-07-31
"The School for Lies" 2022 University of Minnesota Duluth Theatre production photographs
Intelligent Randomized Algorithms for the Low CP-Rank Tensor Approximation Problem
Description:
In the context of numerical linear algebra algorithms, where it is natural to sacrifice accuracy in return for quicker computation of solutions whose errors are only slightly larger than optimal, the time-accuracy tradeoff of randomized sketching has been well-characterized. Algorithms such as Blendenpik and LSRN have shown that carefully design...
Creator:
Gittens, Alex (Rensselaer Polytechnic Institute)
Created:
2022-01-25
Contributed By:
University of Minnesota, Institute for Mathematics and its Applications.
Last Updated:
2022-04-22
Intelligent Randomized Algorithms for the Low CP-Rank Tensor Approximation Problem
Betula Ali
Description:
Betula Ali's family moved from Somalia to Ethiopia during a war. They came to the U.S. in 2012. Though it has taken them some time to navigate the new culture, weather, and language, they have overcame all of their challenges by supporting each other.
Creator:
Ali, Betula
Contributor:
Rolland, Isabella
Created:
2021-12-13
Contributed By:
University of Minnesota, Immigration History Research Center
Last Updated:
2022-01-24
Betula Ali
From Perception to Understanding: The Third Wave of AI
Description:
What is the next big thing in AI? What does one need to know and prepare for to remain relevant as the industry undergoes transformation? Why is this industry transformation a necessity? In this talk, we will discuss the strengths and weaknesses of traditional Deep Learning approaches to knowledge-centric tasks and look at a blueprint hybrid arc...
Creator:
Grinberg, Tetiana (Intel Corporation)
Created:
2021-12-10
Contributed By:
University of Minnesota, Institute for Mathematics and its Applications.
Last Updated:
2022-04-22
From Perception to Understanding: The Third Wave of AI
Interview with Jonathan Hanft
Description:
Jonathan Hanft is the Ryan White Community Health Program Supervisor in the Hennepin County Public Health Department, leading the Twin Cities metro area's Ryan White Part A program. In this oral history interview, he discusses his initial thoughts about the pandemic as a public health professional, HIV/AIDS and COVID-19, the role of the Ryan Whi...
Creator:
Hanft, Jonathan (interviewee)
Contributor:
Negri, Adam (interviewer); Sommer, Barbara W. (interviewer)
Created:
2021-12-08
Contributed By:
University of Minnesota Libraries, Jean-Nickolaus Tretter Collection in Gay, Lesbian, Bisexual and Transgender Studies.
Last Updated:
2022-03-01
Interview with Jonathan Hanft
Licensed to Analyze? An In-Depth Look at the Data Science Career: Defining Roles, Assessing Skills
Description:
As the role of data and analytics is expanding very rapidly in creating new business models or changing existing ones, demand for data science and analytics professionals is growing at an increasing rate. However, almost every company in the industry has a unique way of defining roles and assigning titles in data related positions. For any given...
Creator:
Hamutcu, Hamit (Initiative for Analytics and Data Science Standards
Created:
2021-12-03
Contributed By:
University of Minnesota, Institute for Mathematics and its Applications.
Last Updated:
2022-04-22
Licensed to Analyze? An In-Depth Look at the Data Science Career: Defining Roles, Assessing Skills
Bridget Feeney
Description:
Bridget Feeney grew up in the rural countryside of Ireland. She moved to the U.S. in 1900 to follow in her older sister's footsteps, and made a life for herself in Boston. Her great great granddaughter tells her story.
Creator:
Ferry, Jack
Contributor:
Rolland, Isabella
Created:
2021-12-02
Contributed By:
University of Minnesota, Immigration History Research Center
Last Updated:
2022-01-24
Bridget Feeney
"DanceWorks 2021" 2021 University of Minnesota Duluth Theatre dance concert photographs
Description:
Photographs from University of Minnesota Duluth Theatre’s 2021 dance concert, DanceWorks 2021. Run dates: December 2-5, 2021. Venue: Marshall Performing Arts Center Mainstage Theatre. The performers all wore masks due to the COVID-19 pandemic. Artistic Director: Matthew Wagner. Performers--Ayana Greene, Bettie Schultz, Bryce Melton, Cadence Nest...
Creator:
Cowardin, David
Created:
2021-12
Contributed By:
Archives and Special Collections, Kathryn A. Martin Library, University of Minnesota Duluth
Page Count:
49
Last Updated:
2024-07-31
"DanceWorks 2021" 2021 University of Minnesota Duluth Theatre dance concert photographs
The Scattering Transform for Texture Synthesis and Molecular Generation
Description:
The scattering transform is a wavelet-based feed-forward network originally introduced by S. Mallat to improve our theoretical understanding of convolutional neural networks (CNNs). Like the front end of a CNN, it produces a latent representation of input signal through an alternating sequence of convolutions and non-linearities. Following Malla...
Creator:
Perlmutter, Michael (University of California, Los Angeles)
Created:
2021-11-23
Contributed By:
University of Minnesota, Institute for Mathematics and its Applications.
Last Updated:
2022-04-22
The Scattering Transform for Texture Synthesis and Molecular Generation
Interview with Emerson Steiner Hayward
Description:
Emerson Steiner Hayward is a white, Ashkenazi Jewish, trans-masc, and nonbinary individual based in St. Paul, Minnesota. In this oral history interview with Macalester College student Sarah Garrett-Engele, Hayward discusses their upbringing and early experiences of gender, their process of transition and coming to understand themself as a trans ...
Creator:
Steiner Hayward, Emerson (interviewee)
Contributor:
Garrett-Engele, Sarah (interviewer); Billund-Phibbs, Myra (project manager)
Created:
2021-11-22
Contributed By:
University of Minnesota Libraries, Jean-Nickolaus Tretter Collection in Gay, Lesbian, Bisexual and Transgender Studies.
Last Updated:
2022-03-15
Interview with Emerson Steiner Hayward
Interview with Beau Larsen
Description:
Beau Larsen is a white trans educator, scholar, and forensics coach based in St. Paul, Minnesota. At the time of this interview, they were the Director of Forensics at Macalester College, where they directed and coached the mock trial, ethics bowl, and debate teams. Prior to their work at Macalester, Larsen was a graduate student and debate coac...
Creator:
Larsen, Beau (interviewee)
Contributor:
Rodriguez, Maddie (interviewer); Schneiderman, Ruben (interviewer); Billund-Phibbs, Myra (project manager)
Created:
2021-11-20
Contributed By:
University of Minnesota Libraries, Jean-Nickolaus Tretter Collection in Gay, Lesbian, Bisexual and Transgender Studies.
Last Updated:
2022-03-15
Interview with Beau Larsen
Interview with Shannon TL Kearns
Description:
Shannon TL Kearns is a white trans man, playwright, and ordained priest based in Minneapolis. At the time of this interview, he was the founder and artistic director of Uprising Theatre Company, and a co-founder of QueerTheology.com. His plays include Body+Blood, in a stand of dying trees, Line of Sight, Twisted Deaths, The Resistance of My Skin...
Creator:
Kearns, Shannon TL (interviewee)
Contributor:
Bergstrom, Caitlyn (interviewer); Luna, MJ (interviewer); Billund-Phibbs, Myra (project manager)
Created:
2021-11-18
Contributed By:
University of Minnesota Libraries, Jean-Nickolaus Tretter Collection in Gay, Lesbian, Bisexual and Transgender Studies.
Last Updated:
2022-02-08
Interview with Shannon TL Kearns
Interview with Katie Burgess, Parts 1 and 2
Description:
Katie Burgess is a white trans woman, community organizer, social worker, trans activist, and theatre artist based in Minneapolis. At the time of this oral history interview, she was a Co-Founder and Co-Director of Open Flame Theatre, an all-trans theatre ensemble based in Minneapolis and western Wisconsin, and additionally worked as a social wo...
Creator:
Burgess, Katie (interviewee)
Contributor:
Billund-Phibbs, Myra (interviewer and project manager); Brenner-Adam, Katherine (transcriber)
Created:
2021-11-16; 2021-11-30
Contributed By:
University of Minnesota Libraries, Jean-Nickolaus Tretter Collection in Gay, Lesbian, Bisexual and Transgender Studies.
Last Updated:
2022-03-22
Interview with Katie Burgess, Parts 1 and 2
Interview with Bran Fenner
Description:
Bran Fenner is a Black transmasculine activist, consultant, educator, and ER and hospice nurse based in Brooklyn, New York. At the time of this interview, he was Director of People and Organizational Culture at the Transgender Law Center. Prior to his work at TLC, Fenner was the founder of the Education for Liberation Project, a co-director of F...
Creator:
Fenner, Bran (interviewee)
Contributor:
Beam, Myrl (interviewer); Billund-Phibbs, Myra (project manager); Brenner-Adam, Katherine (transcriber)
Created:
2021-11-12
Contributed By:
University of Minnesota Libraries, Jean-Nickolaus Tretter Collection in Gay, Lesbian, Bisexual and Transgender Studies.
Last Updated:
2022-01-24
Interview with Bran Fenner
American Highbush Cranberry
Description:
F1: dried out stems in autumn with a few dried out leaves and fruits beginning to shrivel up still attached
Creator:
Hancock, Jane
Created:
2021-11-11
Contributed By:
University of Minnesota Libraries, Andersen Horticultural Library.
Last Updated:
2022-08-15
American Highbush Cranberry
False Blue Indigo
Description:
F1: dried out seed pods attached to an upright branch
Creator:
Hancock, Jane
Created:
2021-11-11
Contributed By:
University of Minnesota Libraries, Andersen Horticultural Library.
Last Updated:
2022-08-15
False Blue Indigo