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Campagne de collecte 15 septembre 2024 – 1 octobre 2024

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Livres
Articles (50)
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1

Multitask Learning

Journal:

Machine Learning

Année:

1997

Langue:

english

Fichier:

PDF, 504 KB

english, 1997

2

[ACM Press the 23rd international conference - Pittsburgh, Pennsylvania (2006.06.25-2006.06.29)] Proceedings of the 23rd international conference on Machine learning - ICML '06 - An empirical comparison of supervised learning algorithms

Caruana, Rich, Niculescu-Mizil, Alexandru

Année:

2006

Langue:

english

Fichier:

PDF, 157 KB

english, 2006

3

Data-Mining Discovery of Pattern and Process in Ecological Systems

WESLEY M. HOCHACHKA, RICH CARUANA, DANIEL FINK, ART MUNSON, MIREK RIEDEWALD, DARIA SOROKINA, STEVE KELLING

Journal:

Journal of Wildlife Management

Année:

2007

Langue:

english

Fichier:

PDF, 211 KB

english, 2007

4

[IEEE 2008 35th International Symposium on Computer Architecture (ISCA) - Beijing, China (2008.06.21-2008.06.25)] 2008 International Symposium on Computer Architecture - Self-Optimizing Memory Controllers: A Reinforcement Learning Approach

Ipek, Engin, Mutlu, Onur, Martínez, José F., Caruana, Rich

Année:

2008

Langue:

english

Fichier:

PDF, 2.33 MB

english, 2008

5

[ACM Press the 22nd international conference - Bonn, Germany (2005.08.07-2005.08.11)] Proceedings of the 22nd international conference on Machine learning - ICML '05 - Predicting good probabilities with supervised learning

Niculescu-Mizil, Alexandru, Caruana, Rich

Année:

2005

Fichier:

PDF, 744 KB

2005

6

[ACM Press Twenty-first international conference - Banff, Alberta, Canada (2004.07.04-2004.07.08)] Twenty-first international conference on Machine learning - ICML '04 - Ensemble selection from libraries of models

Caruana, Rich, Niculescu-Mizil, Alexandru, Crew, Geoff, Ksikes, Alex

Année:

2004

Langue:

english

Fichier:

PDF, 232 KB

english, 2004

7

[ACM Press the Third Workshop - San Diego, California (2011.08.21-2011.08.21)] Proceedings of the Third Workshop on Large Scale Data Mining Theory and Applications - LDMTA '11 - Distributed tuning of machine learning algorithms using MapReduce Clusters

Ganjisaffar, Yasser, Debeauvais, Thomas, Javanmardi, Sara, Caruana, Rich, Lopes, Cristina Videira

Année:

2011

Langue:

english

Fichier:

PDF, 200 KB

english, 2011

8

[ACM Press the 25th international conference - Helsinki, Finland (2008.07.05-2008.07.09)] Proceedings of the 25th international conference on Machine learning - ICML '08 - An empirical evaluation of supervised learning in high dimensions

Caruana, Rich, Karampatziakis, Nikos, Yessenalina, Ainur

Année:

2008

Langue:

english

Fichier:

PDF, 241 KB

english, 2008

9

[Association for Computational Linguistics the conference - Vancouver, British Columbia, Canada (2005.10.06-2005.10.08)] Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing - HLT '05 - Optimizing to arbitrary NLP metrics using ensemble selection

Munson, Art, Cardie, Claire, Caruana, Rich

Année:

2005

Langue:

english

Fichier:

PDF, 138 KB

english, 2005

10

Machine Learning Proceedings 1994 || Greedy Attribute Selection

Année:

1994

Langue:

english

Fichier:

PDF, 938 KB

english, 1994

11

[ACM Press the 2019 AAAI/ACM Conference - Honolulu, HI, USA (2019.01.27-2019.01.28)] Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society - AIES '19 - Faithful and Customizable Explanations of Black Box Models

Lakkaraju, Himabindu, Kamar, Ece, Caruana, Rich, Leskovec, Jure

Année:

2019

Langue:

english

Fichier:

PDF, 2.34 MB

english, 2019

12

Improving dataâdriven global weather prediction using deep convolutional neural networks on a cubed sphere

Weyn, Jonathan A., Durran, Dale R., Caruana, Rich

Journal:

Journal of Advances in Modeling Earth Systems

Année:

2020

Fichier:

PDF, 5.83 MB

2020

13

Predicting parallel application performance via machine learning approaches

Karan Singh, Engin İpek, Sally A. McKee, Bronis R. de Supinski, Martin Schulz, Rich Caruana

Journal:

Concurrency and Computation: Practice and Experience

Année:

2007

Langue:

english

Fichier:

PDF, 389 KB

english, 2007

14

Efficient architectural design space exploration via predictive modeling

Ipek, Engin, McKee, Sally A., Singh, Karan, Caruana, Rich, Supinski, Bronis R. de, Schulz, Martin

Journal:

ACM Transactions on Architecture and Code Optimization

Année:

2008

Langue:

english

Fichier:

PDF, 1.62 MB

english, 2008

15

Predicting cesarean delivery with decision tree models

Cynthia J. Sims, Leslie Meyn, Rich Caruana, R.Bharat Rao, Tom Mitchell, Marijane Krohn

Journal:

American Journal of Obstetrics and Gynecology

Année:

2000

Langue:

english

Fichier:

PDF, 143 KB

english, 2000

16

A method for measuring the relative information content of data from different monitoring protocols

M. Arthur Munson, Rich Caruana, Daniel Fink, Wesley M. Hochachka, Marshall Iliff, Kenneth V. Rosenberg, Daniel Sheldon, Brian L. Sullivan, Christopher Wood, Steve Kelling

Journal:

Methods in Ecology and Evolution

Année:

2010

Langue:

english

Fichier:

PDF, 710 KB

english, 2010

17

Data-intensive Science: A New Paradigm for Biodiversity Studies

Steve Kelling, Wesley M. Hochachka, Daniel Fink, Mirek Riedewald, Rich Caruana, Grant Ballard, Giles Hooker

Journal:

Année:

2009

Langue:

english

Fichier:

PDF, 489 KB

english, 2009

18

[ACM Press the 19th ACM SIGKDD international conference - Chicago, Illinois, USA (2013.08.11-2013.08.14)] Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '13 - Accurate intelligible models with pairwise interactions

Lou, Yin, Caruana, Rich, Gehrke, Johannes, Hooker, Giles

Année:

2013

Langue:

english

Fichier:

PDF, 1.05 MB

english, 2013

19

[IEEE 2009 IEEE International Conference on Data Mining Workshops (ICDMW) - Miami, FL, USA (2009.12.6-2009.12.6)] 2009 IEEE International Conference on Data Mining Workshops - Detecting and Interpreting Variable Interactions in Observational Ornithology Data

Sorokina, Daria, Caruana, Rich, Riedewald, Mirek, Hochachka, Wesley, Kelling, Steve

Année:

2009

Langue:

english

Fichier:

PDF, 241 KB

english, 2009

20

[IEEE Sixth International Conference on Data Mining (ICDM'06) - Hong Kong, China (2006.12.18-2006.12.22)] Sixth International Conference on Data Mining (ICDM'06) - Meta Clustering

Caruana, Rich, Elhawary, Mohamed, Nguyen, Nam, Smith, Casey

Année:

2006

Langue:

english

Fichier:

PDF, 1.46 MB

english, 2006

21

[IEEE Sixth International Conference on Data Mining (ICDM'06) - Hong Kong, China (2006.12.18-2006.12.22)] Sixth International Conference on Data Mining (ICDM'06) - Getting the Most Out of Ensemble Selection

Caruana, Rich, Munson, Art, Niculescu-Mizil, Alexandru

Année:

2006

Langue:

english

Fichier:

PDF, 154 KB

english, 2006

22

[IEEE Seventh IEEE International Conference on Data Mining (ICDM 2007) - Omaha, NE, USA (2007.10.28-2007.10.31)] Seventh IEEE International Conference on Data Mining (ICDM 2007) - Consensus Clusterings

Nguyen, Nam, Caruana, Rich

Année:

2007

Langue:

english

Fichier:

PDF, 558 KB

english, 2007

23

[ACM Press the 2004 ACM SIGKDD international conference - Seattle, WA, USA (2004.08.22-2004.08.25)] Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '04 - Data mining in metric space

Caruana, Rich, Niculescu-Mizil, Alexandru

Année:

2004

Langue:

english

Fichier:

PDF, 261 KB

english, 2004

24

[ACM Press the 18th ACM SIGKDD international conference - Beijing, China (2012.08.12-2012.08.16)] Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '12 - Intelligible models for classification and regression

Lou, Yin, Caruana, Rich, Gehrke, Johannes

Année:

2012

Langue:

english

Fichier:

PDF, 1.47 MB

english, 2012

25

[ACM Press the 34th international ACM SIGIR conference - Beijing, China (2011.07.24-2011.07.28)] Proceedings of the 34th international ACM SIGIR conference on Research and development in Information - SIGIR '11 - Bagging gradient-boosted trees for high precision, low variance ranking models

Ganjisaffar, Yasser, Caruana, Rich, Lopes, Cristina Videira

Année:

2011

Langue:

english

Fichier:

PDF, 513 KB

english, 2011

26

[ACM Press the 12th ACM SIGKDD international conference - Philadelphia, PA, USA (2006.08.20-2006.08.23)] Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '06 - Mining citizen science data to predict orevalence of wild bird species

Caruana, Rich, Elhawary, Mohamed, Munson, Art, Riedewald, Mirek, Sorokina, Daria, Fink, Daniel, Hochachka, Wesley M., Kelling, Steve

Année:

2006

Langue:

english

Fichier:

PDF, 753 KB

english, 2006

27

Special issue on best of SIGKDD 2011

Ghosh, Joydeep, Smyth, Padhraic, Tomkins, Andrew, Caruana, Rich

Journal:

ACM Transactions on Knowledge Discovery from Data

Année:

2012

Langue:

english

Fichier:

PDF, 27 KB

english, 2012

28

KDD-Cup 2004

Caruana, Rich, Joachims, Thorsten, Backstrom, Lars

Journal:

ACM SIGKDD Explorations Newsletter

Année:

2004

Langue:

english

Fichier:

PDF, 323 KB

english, 2004

29

Efficiently exploring architectural design spaces via predictive modeling

Ïpek, Engin, McKee, Sally A., Caruana, Rich, de Supinski, Bronis R., Schulz, Martin

Journal:

ACM SIGPLAN Notices

Année:

2006

Langue:

english

Fichier:

PDF, 377 KB

english, 2006

30

[ACM Press the 25th international conference - Helsinki, Finland (2008.07.05-2008.07.09)] Proceedings of the 25th international conference on Machine learning - ICML '08 - Detecting statistical interactions with additive groves of trees

Sorokina, Daria, Caruana, Rich, Riedewald, Mirek, Fink, Daniel

Année:

2008

Langue:

english

Fichier:

PDF, 315 KB

english, 2008

31

[ACM Press the 14th ACM SIGKDD international conference - Las Vegas, Nevada, USA (2008.08.24-2008.08.27)] Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD 08 - Classification with partial labels

Nguyen, Nam, Caruana, Rich

Année:

2008

Langue:

english

Fichier:

PDF, 1.04 MB

english, 2008

32

[ACM Press the 14th ACM international conference - Santa Monica, California, USA (2012.10.22-2012.10.26)] Proceedings of the 14th ACM international conference on Multimodal interaction - ICMI '12 - Learning speaker, addressee and overlap detection models from multimodal streams

Vinyals, Oriol, Bohus, Dan, Caruana, Rich

Année:

2012

Langue:

english

Fichier:

PDF, 707 KB

english, 2012

33

[ACM Press the 22nd ACM international conference - San Francisco, California, USA (2013.10.27-2013.11.01)] Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13 - Clustering

Année:

2013

Langue:

english

Fichier:

PDF, 277 KB

english, 2013

34

[ACM Press the 12th international conference - San Jose, California, USA (2006.10.21-2006.10.25)] Proceedings of the 12th international conference on Architectural support for programming languages and operating systems - ASPLOS-XII - Efficiently exploring architectural design spaces via predictive modeling

Ïpek, Engin, McKee, Sally A., Caruana, Rich, de Supinski, Bronis R., Schulz, Martin

Année:

2006

Langue:

english

Fichier:

PDF, 377 KB

english, 2006

35

[ACM Press the 12th ACM SIGKDD international conference - Philadelphia, PA, USA (2006.08.20-2006.08.23)] Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '06 - Model compression

Buciluǎ, Cristian, Caruana, Rich, Niculescu-Mizil, Alexandru

Année:

2006

Langue:

english

Fichier:

PDF, 1.04 MB

english, 2006

36

Introduction to the Special Issue ACM SIGKDD 2012

Agarwal, Deepak, Caruana, Rich, Pei, Jian, Wang, Ke

Journal:

ACM Transactions on Knowledge Discovery from Data

Année:

2013

Langue:

english

Fichier:

PDF, 32 KB

english, 2013

37

[ACM Press the 23rd annual international ACM SIGIR conference - Athens, Greece (2000.07.24-2000.07.28)] Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '00 - Bridging the lexical chasm

Berger, Adam, Caruana, Rich, Cohn, David, Freitag, Dayne, Mittal, Vibhu

Année:

2000

Langue:

english

Fichier:

PDF, 829 KB

english, 2000

38

[ACM Press the 21th ACM SIGKDD International Conference - Sydney, NSW, Australia (2015.08.10-2015.08.13)] Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '15 - Intelligible Models for HealthCare

Caruana, Rich, Lou, Yin, Gehrke, Johannes, Koch, Paul, Sturm, Marc, Elhadad, Noemie

Année:

2015

Langue:

english

Fichier:

PDF, 1.18 MB

english, 2015

39

Sparse Partially Linear Additive Models

Lou, Yin, Bien, Jacob, Caruana, Rich, Gehrke, Johannes

Journal:

Journal of Computational and Graphical Statistics

Année:

2015

Langue:

english

Fichier:

PDF, 411 KB

english, 2015

40

Efficiently exploring architectural design spaces via predictive modeling

Ïpek, Engin, McKee, Sally A., Caruana, Rich, de Supinski, Bronis R., Schulz, Martin

Journal:

ACM SIGARCH Computer Architecture News

Année:

2006

Langue:

english

Fichier:

PDF, 377 KB

english, 2006

41

Efficiently exploring architectural design spaces via predictive modeling

Ïpek, Engin, McKee, Sally A., Caruana, Rich, de Supinski, Bronis R., Schulz, Martin

Journal:

ACM SIGOPS Operating Systems Review

Année:

2006

Langue:

english

Fichier:

PDF, 377 KB

english, 2006

42

Self-Optimizing Memory Controllers

Ipek, Engin, Mutlu, Onur, Martínez, José F., Caruana, Rich

Journal:

ACM SIGARCH Computer Architecture News

Année:

2008

Langue:

english

Fichier:

PDF, 2.32 MB

english, 2008

43

Experience with a learning personal assistant

Mitchell, Tom M., Caruana, Rich, Freitag, Dayne, McDermott, John, Zabowski, David

Journal:

Communications of the ACM

Année:

1994

Langue:

english

Fichier:

PDF, 3.35 MB

english, 1994

44

Data-Mining Discovery of Pattern and Process in Ecological Systems

Wesley M. Hochachka, Rich Caruana, Daniel Fink, Art Munson, Mirek Riedewald, Daria Sorokina and Steve Kelling

Journal:

Journal of Wildlife Management

Année:

2007

Langue:

english

Fichier:

PDF, 2.48 MB

english, 2007

45

[IEEE 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Las Vegas, NV, USA (2016.6.27-2016.6.30)] 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Detecting Migrating Birds at Night

Huang, Jia-Bin, Caruana, Rich, Farnsworth, Andrew, Kelling, Steve, Ahuja, Narendra

Année:

2016

Langue:

english

Fichier:

PDF, 1.19 MB

english, 2016

46

[ACM Press the 2015 International Conference - Northampton, Massachusetts, USA (2015.09.27-2015.09.30)] Proceedings of the 2015 International Conference on Theory of Information Retrieval - ICTIR '15 - Implicit Preference Labels for Learning Highly Selective Personalized Rankers

Bennett, Paul N., Shokouhi, Milad, Caruana, Rich

Année:

2015

Langue:

english

Fichier:

PDF, 936 KB

english, 2015

47

[ACM Press the 24th ACM SIGKDD International Conference - London, United Kingdom (2018.08.19-2018.08.23)] Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '18 - Data Diff

Sutton, Charles, Hobson, Timothy, Geddes, James, Caruana, Rich

Année:

2018

Langue:

english

Fichier:

PDF, 1.15 MB

english, 2018

48

[ACM Press the 2019 CHI Conference - Glasgow, Scotland Uk (2019.05.04-2019.05.09)] Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems - CHI '19 - Gamut

Hohman, Fred, Head, Andrew, Caruana, Rich, DeLine, Robert, Drucker, Steven M.

Année:

2019

Langue:

english

Fichier:

PDF, 1.67 MB

english, 2019

49

[ACM Press the 25th ACM SIGKDD International Conference - Anchorage, AK, USA (2019.08.04-2019.08.08)] Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '19 - Axiomatic Interpretability for Multiclass Additive Models

Zhang, Xuezhou, Tan, Sarah, Koch, Paul, Lou, Yin, Chajewska, Urszula, Caruana, Rich

Année:

2019

Langue:

english

Fichier:

PDF, 2.10 MB

english, 2019

50

[ACM Press the 2018 AAAI/ACM Conference - New Orleans, LA, USA (2018.02.02-2018.02.03)] Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society - AIES '18 - Distill-and-Compare

Tan, Sarah, Caruana, Rich, Hooker, Giles, Lou, Yin

Année:

2018

Langue:

english

Fichier:

PDF, 2.05 MB

english, 2018