845 research outputs found

    Rex Koontz interview

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    Interview regarding pre-Columbian cultural artifacts from Central and South America in the George and Louise Patten collection of Salem Hyde papers and cultural artifacts

    Rex Koontz interview

    No full text
    Interview regarding pre-Columbian cultural artifacts from Central and South America in the George and Louise Patten collection of Salem Hyde papers and cultural artifacts

    Understanding Risk Extrapolation (REx) and when it finds Invariant Relationships

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    Generalizing models for new unknown datasets is a common problem in machine learning. Algorithms that perform well for test instances with the same distribution as their training dataset often perform severely on new datasets with a different distribution. This problem is caused by distributional shifts between the training of the model and applying that model to a test domain. This paper addresses whether and in what situations Risk Extrapolation (REx) can tackle this problem of Out-Of-Distribution generalization by exploiting invariant relationships. These relationships are based on features that are invariant across all domains. By learning these relationships, REx aims to learn the concept of the problem we are trying to solve. We show in what situations REx can learn these invariant relationships and when it does not. We translate the definition of an invariant relationship into a homoscedastic synthetic dataset with either covariate, confounded, anti-causal, or hybrid shift. We expose REx to experiments in sample complexity, the number of training domains, and the training domain distance. We show that REx performs better for invariant prediction in situations with larger sample sizes and training domain distance and that if these criteria are met, REx performs equivalently in all four distributional shifts. We also compare REx to Invariant- and Empirical Risk Minimization and show that; REx is less sensitive and thus robust to the shifting of the average distributional variance in the training domains; REx asymptotically out-performs the methods in the more complex distributional shifts.https://gitlab.com/hofland.jeroen/rex-distributional-shift CodeCSE3000 Research ProjectComputer Science and Engineerin

    Rex J. Rowley

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    Audio recording of the 10/06/13 UNLV Libraries Author Series event featuring Rex. J. Rowley, author of Everyday Las Vegas: Local Life in a Tourist Town. Includes remarks by Libraries Dean Patricia Iannuzzi, CGR Director Dave Schwartz, and Rowley

    Memo from Rex J. Stanton, Supt., Heart Mountain Relocation Projec,t to Mr. Shoji Nagumo, January 16, 1943

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    Memorandum of understanding from Rex Stanton to Shoji Nagumo regarding a job opening for a plumber-fireman position at Heart Mountain incarceration camp.The Japanese American Archival Collection documents the people, places, and daily life of Japanese Americans, primarily those who lived in the once thriving community of pre-war Florin in the Sacramento region, as well as the conditions in American incarceration camps during World War II. The approximately 7,000 original items include personal and official letters, photographs, diaries, arts and crafts, newsletters, textiles, camps artifacts, yearbooks and other publications

    The Ancient Colors in the Public Art of Tenochtitlan

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    The goal of my research was to explore the significance color held in Aztec public art found at Templo Mayor in the city of Tenochtitlan. By studying the coat of paint the monoliths had been covered with in the past, I hoped to discover how color enhanced the experience and meaning of key rituals done in relation to the public art. This research was done to help the public understand how the Aztec's religious beliefs influenced their art and why they expressed it with color. My key source was the 2017 Templo Mayor Museum article “Nuestra Sangre, Nuestro Color: La escultura polícroma de Tenochtitlan'' by Leonardo López Luján which directly speaks on the science behind the new color research for monoliths. However, my project heavily relied on the research done by Diana Magaloni in her book “The Colors of the New World” where she takes a closer look at the Florentine Codex illustrations that reveal to us the indigenous paint-making process. Through my investigation I determined that the significance color has in Aztec art, from their drawings to their monoliths, is based on what raw materials were used and where they originate from. The paints can be categorized into two groups, those made from organic materials which then symbolize the masculine solar world, or pigments that are telluric and are associated with the feminine underworld. The Aztecs would choose which paints to use based on this significance to represent different elements of their religion through their art.Honors CollegeArt, School o

    Idols behind Altars – Revisited: Examining the Construction of the Mexican Artistic Identity through Visual Culture and Folk Art in the United States

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    This thesis examines the post-revolutionary creation of Mexican visual identity in the U.S. Focusing on the role of Idols Behind Altars by Anita Brenner, and her use of photography and text that attempt to frame the visual idea of Mexico for audiences of the early 20th century. Brenner places a specific emphasis on folk art as a way of understanding the prevalence of Mexican culture and identity, which I examine in three major exhibitions of the early 20th century. Brenner is seen as an intellectual of this movement, especially as critical translator of Mexican cultural ideals. She served as anthropologist, journalist, art historian, art critic, and worked as an advocate for Mexican culture and arts – especially for its representation in the United States. In constructing an understanding of the author and the inception of the book gives way for interpreting how folk art is part of the Mexican identity.Art, School o

    Peter B. Maling, Christchurch, New Zealand [picture] /

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    Title devised from compactus card.; Inscriptions: "Peter B. Maling. Photograph for reference"--On compactus card, "Print U/1633 11535"--In pencil on verso; photographers stamp.; Rex Nan Kivell Collection NK11535.; Also available online http://nla.gov.au/nla.pic-vn6093270. Dr Peter B. Maling is a New Zealand author and historian. He was a friend and correspondent of Rex Nan Kivell

    Innovation : an expert's insight on the issue in Arizona

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    abstract: Innovation—introducing something new—in the 21st century mostly derives from technological advances. Innovation drives the modern economy, leading to gains in productivity and prosperity. In this edition of Indicator Insight, author Tom Rex discusses innovation in Arizona in terms of human capital, financial capital, and high-technology employment.Indicator insight ; volume 3, issue 3The Arizona Indicators Panel is a partnership of Arizona State University, The Arizona Republic, Arizona Community Foundation, Valley of the Sun United Way, and the Arizona Dept. of Commerce
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