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1

New Theoretical Directions In Machine Learning

Haussler, David

Journal:

Machine Learning

Year:

1988

Language:

english

File:

PDF, 232 KB

english, 1988

2

New theoretical directions in machine learning

Haussler, David

Journal:

Machine Learning

Year:

1988

Language:

english

File:

PDF, 204 KB

english, 1988

3

Predicting protein structure using hidden Markov models

Karplus, Kevin, Sjölander, Kimmen, Barrett, Christian, Cline, Melissa, Haussler, David, Hughey, Richard, Holm, Liisa, Sander, Chris

Journal:

Proteins: Structure, Function, and Bioinformatics

Year:

1997

Language:

english

File:

PDF, 79 KB

english, 1997

4

Quantifying inductive bias: AI learning algorithms and Valiant's learning framework

Journal:

Artificial Intelligence

Year:

1988

Language:

english

File:

PDF, 2.39 MB

english, 1988

5

On dos languages and dos mappings

Andrzej Ehrenfeucht, David Haussler, Grzegorz Rozenberg, Paul Zeiger

Journal:

Semigroup Forum

Year:

1984

Language:

english

File:

PDF, 948 KB

english, 1984

6

A distal enhancer and an ultraconserved exon are derived from a novel retroposon

Bejerano, Gill, Lowe, Craig B., Ahituv, Nadav, King, Bryan, Siepel, Adam, Salama, Sofie R., Rubin, Edward M., James Kent, W., Haussler, David

Journal:

Year:

2006

Language:

english

File:

PDF, 568 KB

english, 2006

7

Boolean Feature Discovery in Empirical Learning

Pagallo, Giulia, Haussler, David

Journal:

Machine Learning

Year:

1990

Language:

english

File:

PDF, 1.69 MB

english, 1990

8

What Size Net Gives Valid Generalization?

Baum, Eric B., Haussler, David

Journal:

Neural Computation

Year:

1989

Language:

english

File:

PDF, 556 KB

english, 1989

9

A Guide to Equine Joint Injection (3rd edition) . . . . Diagnosis and Management of Lameness in the Horse . . . . Practical Field Guide to Horse Behavior: The Equid Ethnogram . . . . Epidemiology Kept Simple: An Introduction to Traditional and Modern Epidemiology (2nd edition) . . . . Animal Disease Surveillance and Survey Systems: Methods and Applications . . . . Zoonoses and Communicable Diseases Common to Man and Animals (3rd edition) . . . . Handbook of Laboratory Animal Science (2nd edition) . . . . Handbook of Laboratory Animal Management and Welfare (3rd edition) . . . . Natural Pathogens of Laboratory Animals: Their Effects on Research . . . . Veterinary Microbiology and Microbial Disease . . . . Canine Anatomy: A Systematic Study (

Adair, Henry S., Eastman, Timothy G., Ulibarri, Catherine, Stebbins, Martha E., Moore, George E., Garrison, Robert D., Moore, David M., Rand, Michael S., Lang, C. Max, Boyle, Stephen M., Haussler, Kev

Journal:

Journal of the American Veterinary Medical Association

Year:

2004

Language:

english

File:

PDF, 331 KB

english, 2004

10

Computational screening of conserved genomic DNA in search of functional noncoding elements

Bejerano, Gill, Siepel, Adam C, Kent, W James, Haussler, David

Journal:

Year:

2005

Language:

english

File:

PDF, 250 KB

english, 2005

11

Occam's Razor

Anselm Blumer, Andrzej Ehrenfeucht, David Haussler, Manfred K. Warmuth

Journal:

Information Processing Letters

Year:

1987

Language:

english

File:

PDF, 301 KB

english, 1987

12

Learning conjunctive concepts in structural domains

Haussler, David

Journal:

Machine Learning

Year:

1989

Language:

english

File:

PDF, 1.93 MB

english, 1989

13

Rigorous learning curve bounds from statistical mechanics

Haussler, David, Kearns, Michael, Seung, H. Sebastian, Tishby, Naftali

Journal:

Machine Learning

Year:

1996

Language:

english

File:

PDF, 2.16 MB

english, 1996

14

Boolean feature discovery in empirical learning

Bagallo, Giulia, Haussler, David

Journal:

Machine Learning

Year:

1990

Language:

english

File:

PDF, 1.51 MB

english, 1990

15

Bounds on the sample complexity of Bayesian learning using information theory and the VC dimension

Haussler, David, Kearns, Michael, Schapire, Robert E.

Journal:

Machine Learning

Year:

1994

Language:

english

File:

PDF, 1.63 MB

english, 1994

16

Learning Conjunctive Concepts in Structural Domains

Haussler, David

Journal:

Machine Learning

Year:

1989

Language:

english

File:

PDF, 2.18 MB

english, 1989

17

Bounds on the Sample Complexity of Bayesian Learning Using Information Theory and the VC Dimension

Haussler, David, Kearns, Michael, Schapire, Robert E.

Journal:

Machine Learning

Year:

1994

Language:

english

File:

PDF, 1.74 MB

english, 1994

18

Rigorous Learning Curve Bounds from Statistical Mechanics

Haussler, David

Journal:

Machine Learning

Year:

1996

Language:

english

File:

PDF, 303 KB

english, 1996

19

DUPCAR: Reconstructing Contiguous Ancestral Regions with Duplications

Ma, Jian, Ratan, Aakrosh, Raney, Brian J., Suh, Bernard B., Zhang, Louxin, Miller, Webb, Haussler, David

Journal:

Journal of Computational Biology

Year:

2008

Language:

english

File:

PDF, 666 KB

english, 2008

20

A hidden Markov model that finds genes in E.coli DNA

Krogh, Anders, Mian, I. Saira, Haussler, David

Journal:

Nucleic Acids Research

Year:

1994

Language:

english

File:

PDF, 1.04 MB

english, 1994

21

Scale-sensitive dimensions, uniform convergence, and learnability

Alon, Noga, Ben-David, Shai, Cesa-Bianchi, Nicolò, Haussler, David

Journal:

Journal of the ACM

Year:

1997

Language:

english

File:

PDF, 325 KB

english, 1997

22

Linear assembly of a human centromere on the Y chromosome

Jain, Miten, Olsen, Hugh E, Turner, Daniel J, Stoddart, David, Bulazel, Kira V, Paten, Benedict, Haussler, David, Willard, Huntington F, Akeson, Mark, Miga, Karen H

Journal:

Nature Biotechnology

Year:

2018

Language:

english

File:

PDF, 1.08 MB

english, 2018

23

A Flow Procedure for Linearization of Genome Sequence Graphs

Haussler, David, Smuga-Otto, Maciej, Eizenga, Jordan M., Paten, Benedict, Novak, Adam M., Nikitin, Sergei, Zueva, Maria, Miagkov, Dmitrii

Journal:

Journal of Computational Biology

Year:

2018

Language:

english

File:

PDF, 759 KB

english, 2018

24

Another generalization of Higman's well quasi order result on Σ∗

Journal:

Discrete Mathematics

Year:

1985

Language:

english

File:

PDF, 413 KB

english, 1985

25

The size of k-pseudotrees

Emanuel Knill, Andrzej Ehrenfeucht, David Haussler

Journal:

Discrete Mathematics

Year:

1995

Language:

english

File:

PDF, 418 KB

english, 1995

26

On the complexity of iterated shuffle

Manfred K. Warmuth, David Haussler

Journal:

Journal of Computer and System Sciences

Year:

1984

Language:

english

File:

PDF, 950 KB

english, 1984

27

A generalization of Sauer's lemma

David Haussler, Philip M Long

Journal:

Journal of Combinatorial Theory, Series A

Year:

1995

Language:

english

File:

PDF, 800 KB

english, 1995

28

Sphere packing numbers for subsets of the Boolean n-cube with bounded Vapnik-Chervonenkis dimension

Journal:

Journal of Combinatorial Theory, Series A

Year:

1995

Language:

english

File:

PDF, 693 KB

english, 1995

29

Average sizes of suffix trees and DAWGs

Anselm Blumer, Andrzej Ehrenfeucht, David Haussler

Journal:

Discrete Applied Mathematics

Year:

1989

Language:

english

File:

PDF, 333 KB

english, 1989

30

Applications of an infinite square-free co-CFL

Michael G. Main, Walter Bucher, David Haussler

Journal:

Theoretical Computer Science

Year:

1987

Language:

english

File:

PDF, 507 KB

english, 1987

31

A graph-theoretic generalization of the Sauer-Shelah lemma

Nicolò Cesa-Bianchi, David Haussler

Journal:

Discrete Applied Mathematics

Year:

1998

Language:

english

File:

PDF, 622 KB

english, 1998

32

Meta-Alignment with Crumble and Prune: Partitioning very large alignment problems for performance and parallelization

Krishna M Roskin, Benedict Paten, David Haussler

Journal:

BMC Bioinformatics

Year:

2011

Language:

english

File:

PDF, 372 KB

english, 2011

33

Information-theoretic dissection of pairwise contact potentials

Melissa S. Cline, Kevin Karplus, Richard H. Lathrop, Temple F. Smith, Robert G. Rogers Jr., David Haussler

Journal:

Proteins: Structure, Function, and Bioinformatics

Year:

2002

Language:

english

File:

PDF, 131 KB

english, 2002

34

ɛ-nets and simplex range queries

David Haussler, Emo Welzl

Journal:

Discrete & Computational Geometry

Year:

1987

Language:

english

File:

PDF, 1.38 MB

english, 1987

35

Insertion languages

Journal:

Information Sciences

Year:

1983

Language:

english

File:

PDF, 957 KB

english, 1983

36

10.1038/85696

Vercoutere, Wenonah, Winters-Hilt, Stephen, Olsen, Hugh, Deamer, David, Haussler, David, Akeson, Mark

Journal:

Nature Biotechnology

Year:

2001

Language:

english

File:

PDF, 954 KB

english, 2001

37

FragSeq: transcriptome-wide RNA structure probing using high-throughput sequencing

Underwood, Jason G, Uzilov, Andrew V, Katzman, Sol, Onodera, Courtney S, Mainzer, Jacob E, Mathews, David H, Lowe, Todd M, Salama, Sofie R, Haussler, David

Journal:

Year:

2010

Language:

english

File:

PDF, 1.24 MB

english, 2010

38

Human tRNA genes function as chromatin insulators

Raab, Jesse R, Chiu, Jonathan, Zhu, Jingchun, Katzman, Sol, Kurukuti, Sreenivasulu, Wade, Paul A, Haussler, David, Kamakaka, Rohinton T

Journal:

The EMBO Journal

Year:

2011

Language:

english

File:

PDF, 1.28 MB

english, 2011

39

Estrogen binding and estrogenic responses in normal human osteoblast-like cells

David J. Benz, Dr. Mark R. Haussler, Barry S. Komm

Journal:

Journal of Bone and Mineral Research

Year:

1991

Language:

english

File:

PDF, 2.77 MB

english, 1991

40

A general lower bound on the number of examples needed for learning

Andrzej Ehrenfeucht, David Haussler, Michael Kearns, Leslie Valiant

Journal:

Information and Computation

Year:

1989

Language:

english

File:

PDF, 846 KB

english, 1989

41

Learning decision trees from random examples

Andrzej Ehrenfeucht, David Haussler

Journal:

Information and Computation

Year:

1989

Language:

english

File:

PDF, 890 KB

english, 1989

42

Decision theoretic generalizations of the PAC model for neural net and other learning applications

Journal:

Information and Computation

Year:

1992

Language:

english

File:

PDF, 4.05 MB

english, 1992

43

Equivalence of models for polynomial learnability

David Haussler, Michael Kearns, Nick Littlestone, Manfred K. Warmuth

Journal:

Information and Computation

Year:

1991

Language:

english

File:

PDF, 1.92 MB

english, 1991

44

Very special languages and representations of recursively enumerable languages via computation histories

David Haussler, H. Paul Zeiger

Journal:

Information and Control

Year:

1980

Language:

english

File:

PDF, 562 KB

english, 1980

45

Glossary

Fran Lewitter, Stephen F. Altschul, Steven E. Brenner, David Haussler, Sean R. Eddy, Kay Hofmann, James A. Lake, Jonathan E. Moore, Minoru Kanehisa, Michael J. Brownstein, Jeffrey M. Trent, Mark S. Bo

Journal:

Trends in Biotechnology

Year:

1998

Language:

english

File:

PDF, 48 KB

english, 1998

46

Computational genefinding

Journal:

Trends in Biotechnology

Year:

1998

Language:

english

File:

PDF, 109 KB

english, 1998

47

Retrocopy contributions to the evolution of the human genome

Robert Baertsch, Mark Diekhans, W James Kent, David Haussler, Jürgen Brosius

Journal:

Year:

2008

Language:

english

File:

PDF, 1.02 MB

english, 2008

48

Galaxy And Mass Assembly (GAMA): Structural Investigation of Galaxies via Model Analysis

Lee S. Kelvin, Simon P. Driver, Aaron S. G. Robotham, David T. Hill, Mehmet Alpaslan, Ivan K. Baldry, Steven P. Bamford, Joss Bland-Hawthorn, Sarah Brough, Alister W. Graham, Boris Häussler, Andrew M.

Journal:

Monthly Notices of the Royal Astronomical Society

Year:

2012

Language:

english

File:

PDF, 14.08 MB

english, 2012

49

Learnability and the Vapnik-Chervonenkis dimension

Blumer, Anselm, Ehrenfeucht, A., Haussler, David, Warmuth, Manfred K.

Journal:

Journal of the ACM

Year:

1989

Language:

english

File:

PDF, 3.10 MB

english, 1989

50

Hidden Markov Models in Computational Biology: Applications to Protein Modeling

Anders Krogh, Michael Brown, I.Saira Mian, Kimmen Sjölander, David Haussler

Journal:

Journal of Molecular Biology

Year:

1994

File:

PDF, 1.87 MB

1994

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