29
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20
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213645
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Special Projects
Contributing Organization
- University of Minnesota Libraries, University Archives. (63829)
- University of Minnesota, Minnesota Agricultural Experiment Station. (23932)
- University of Minnesota Libraries, James Ford Bell Library. (15012)
- University of Minnesota Libraries, Northwest Architectural Archives. (14200)
- University of Minnesota Libraries, Kautz Family YMCA Archives. (13434)
- Archives and Special Collections, Kathryn A. Martin Library, University of Minnesota Duluth (12645)
- University of Minnesota Libraries, Nathan and Theresa Berman Upper Midwest Jewish Archives. (9083)
- University of Minnesota Libraries, Special Collections and Rare Books. (7966)
- University of Minnesota Libraries, Immigration History Research Center Archives. (6287)
- University of Minnesota Libraries, Social Welfare History Archives. (5139)
- University of Minnesota Libraries, Upper Midwest Literary Archives. (4431)
- University of Minnesota Libraries, John R. Borchert Map Library. (4329)
- University of Minnesota, Institute for Mathematics and its Applications. (4049)
- University of Minnesota Libraries, Charles Babbage Institute. (3564)
- University of Minnesota Libraries, Performing Arts Archives. (2668)
Collection
- MAES Image Collection (23932)
- University of Minnesota Archives Photograph Collection (20990)
- Donald Buermann Lawrence Papers (14152)
- Historical Maps (9985)
- Bell Museum of Natural History Negatives (6800)
- American Terra Cotta Collection (5900)
- World War Poster Collection (5561)
- University of Minnesota Archives Audio Collection (5127)
- The American Jewish World (4803)
- Athletics Department Photograph Collection (UMD) (4655)
- Institute for Mathematics and its Applications Video Collection (4049)
- Photographic Lab Collection (UMD) (3477)
- Ned L. Huff Lantern Slide Collection (3378)
- Hartley Family papers (UMD) (2971)
- Swedish East India Company Records (2969)
Type
Format
- Black-and-white photographs (49196)
- Slides (photographs) (22611)
- Digital images (16982)
- Maps (16324)
- Negatives (photographic) (12402)
- Newspapers (7732)
- Posters (5658)
- Aperture cards (5252)
- Educational events (5082)
- Radio programs (4936)
- Lantern slides (4180)
- Manuscripts (documents) (3787)
- Letters (correspondence) (3177)
- Color photographs (2421)
- Postcards (2044)
Created
Subject
- Birds (7666)
- Bird Banding (7648)
- Birds North Dakota (7647)
- Birds Minnesota (7645)
- Wildlife Conservation (7644)
- Birds Migration (7639)
- Natural History Minnesota (7618)
- University of Minnesota (5842)
- Minnesota (5659)
- Minneapolis (Minn.) Newspapers (5460)
- Saint Paul (Minn.) Newspapers (5460)
- Jews (5384)
- United States (5287)
- Newspapers (5146)
- Jewish Newspapers (5037)
Creator
- Hansen, David L., 1952- (23837)
- Lawrence, Donald, 1911-1996 (13256)
- Bell Museum of Natural History (6800)
- American Terra Cotta Company (5264)
- University of Minnesota. Radio Station KUOM (4477)
- Huff, Ned L., 1876-1964 (3378)
- Irvine, Charles, -1771 (2970)
- Rose, James, active 1743-1769 (2969)
- Moran, Kenneth J. (2884)
- Cooper, William Skinner, 1884-1978 (2492)
- YMCA of the USA (2477)
- University of Minnesota. Department of Physics. (1779)
- YMCA of the USA. International Division. (1682)
- University of Minnesota. Department of Botany. (1444)
- McCormack, John B. (1398)
Publisher
- Jewish World Pub. Co. (Minneapolis, St. Paul, Minn.) (4803)
- University of Minnesota, Institute for Mathematics and its Applications (Minneapolis, Minnesota) (4029)
- Latino Communications Network (Saint Paul, Minnesota) (702)
- Shanghai Gu Ji press (Shanghai, China), 1981 (511)
- Shanghai Gu Ji press (Shanghai, China), 1990 (499)
- U. S. Government Printing Office (450)
- Audubon, John James (439)
- Librairie des Annales (Paris) (290)
- Survey Associates (East Stroudsburg, Pa.) (204)
- E.F. Beadle, William Adams, David Adams (New York), 1882-1885 (156)
- Franz Eher Nachf. (156)
- U.S. Government Printing Office (151)
- Librairie Vuibert (Paris) (132)
- Burroughs Audio Visual Services (129)
- De Historia Stirpium. (Basel) (126)
Contributor
- University of Minnesota Duluth (8189)
- University of Minnesota. Department of Botany. (4353)
- Roberts, Thomas Sadler, 1858-1946 (Photographer) (3296)
- Liebenberg and Kaplan (1241)
- Breckenridge, Walter J., 1903-2003 (Photographer) (899)
- Hibbard, C.J., 1845-1924 (834)
- Havell, R. (Engraver, Printer, Colorist) (428)
- Blaeu, Joan, 1596-1673 (363)
- Marlow, Andrew (Producer) (361)
- Naftalin, Arthur (328)
- Alexander Brothers Leather and Belting Company (275)
- Ehlinger, Dr. Edward (host) (254)
- Mercator, Gerhard (1512-1594) (226)
- Bertius, Petrus (1565-1629) (224)
- Hondius, Jocodus (1563-1612) (224)
- Description:
- This lecture will generalize LS to weighted LS (WLS) and use WLS to connect with generalized linear models including logistic regression. Remote sensing data for cloud detection will be used.
- Creator:
- Yu, Bin (University of California, Berkeley)
- Created:
- 2013-06-18
- Contributed By:
- University of Minnesota, Institute for Mathematics and its Applications.
- Last Updated:
- 2018-06-19
- Description:
- This lecture reviews least squares (LS) method for linear fitting and its statistical properites under various linear regression model assumptions. Methods will be illustrated with real data examples from instructor's research projects.
- Creator:
- Yu, Bin (University of California, Berkeley)
- Created:
- 2013-06-18
- Contributed By:
- University of Minnesota, Institute for Mathematics and its Applications.
- Last Updated:
- 2018-06-19
- Description:
- LS and Maximum Likelihood estimation (MLE) overfit when the dimension of the model is not small relative to the sample size. This happens almost always in high-dimensions. Regularziation often works by adding a penalty to the fitting criterion as in classical model selection methods such as AIC or BIC and L1-penalized LS called Lasso. We will al...
- Creator:
- Yu, Bin (University of California, Berkeley)
- Created:
- 2013-06-19
- Contributed By:
- University of Minnesota, Institute for Mathematics and its Applications.
- Last Updated:
- 2018-06-19
- Description:
- This lectures will cover two related L2-penalized regularization methods: Ridge Regression and SVM, one from the 40's and one from the 90's. And SVM is one of the two most successful machine learning methods together with Boosting.
- Creator:
- Yu, Bin (University of California, Berkeley)
- Created:
- 2013-06-24
- Contributed By:
- University of Minnesota, Institute for Mathematics and its Applications.
- Last Updated:
- 2018-06-19
- Description:
- This lecture will give a heuristic overview of theoreticalresults on Lasso that explains when and why Lasso and extensions work.
- Creator:
- Yu, Bin (University of California, Berkeley)
- Created:
- 2013-06-26
- Contributed By:
- University of Minnesota, Institute for Mathematics and its Applications.
- Last Updated:
- 2018-06-19
- Description:
- This lecture will discuss variants and extenstions of Lasso such as Lasso+LS, adaptive Lasso, and group Lasso.
- Creator:
- Yu, Bin (University of California, Berkeley)
- Created:
- 2013-06-19
- Contributed By:
- University of Minnesota, Institute for Mathematics and its Applications.
- Last Updated:
- 2018-06-19
- Description:
- In this talk, I'd like to discuss the intertwining importance and connections of three principles of data science in the title in data-driven decisions. The ultimate importance of prediction lies in the fact that future holds the unique and possibly the only purpose of all human activities, in business, education, research, and government alike....
- Creator:
- Yu, Bin (University of California, Berkeley)
- Created:
- 2016-09-14
- Contributed By:
- University of Minnesota, Institute for Mathematics and its Applications.
- Last Updated:
- 2018-06-19
- Description:
- In recent years network analysis have become the focus of muchresearch in many fields including biology, communication studies, economics, information science, organizational studies, and social psychology. Communities or clusters of highly connected actors form an essential feature in the structure of several empirical networks. Spectral cluste...
- Creator:
- Yu, Bin (University of California, Berkeley)
- Created:
- 2011-09-26
- Contributed By:
- University of Minnesota, Institute for Mathematics and its Applications.
- Last Updated:
- 2018-06-19
- Creator:
- Yu, Bin (University of California, Berkeley)
- Created:
- 2011-09-26
- Contributed By:
- University of Minnesota, Institute for Mathematics and its Applications.
- Last Updated:
- 2018-06-19
- Description:
- This lecture will illustrate the power of the sparse coding principle and low-rank regularization in modeling neuron responses to natural images in the very challenging visual cortex area V4.
- Creator:
- Yu, Bin (University of California, Berkeley)
- Created:
- 2013-06-25
- Contributed By:
- University of Minnesota, Institute for Mathematics and its Applications.
- Last Updated:
- 2018-06-19
