Rich Caruana
发表
Rich Caruana,
Dayne Freitag,
Dayne Freitag,
1994,
ICML.
Claire Cardie,
Rich Caruana,
Art Munson,
2005,
HLT.
Constantin F. Aliferis,
Tom M. Mitchell,
Rich Caruana,
2005,
J. Biomed. Informatics.
Rich Caruana,
Alexandru Niculescu-Mizil,
R. Caruana,
2005,
ICML.
Rich Caruana,
R. Caruana,
1998,
Encyclopedia of Machine Learning and Data Mining.
Rich Caruana,
Alexandru Niculescu-Mizil,
R. Caruana,
2004,
ROCAI.
Constantin F. Aliferis,
Tom M. Mitchell,
Rich Caruana,
1997,
Artif. Intell. Medicine.
Rich Caruana,
Alexandru Niculescu-Mizil,
R. Caruana,
2004,
ROCAI.
Matthew Richardson,
Rich Caruana,
Matthai Philipose,
2016,
ArXiv.
Massimiliano Pontil,
Rich Caruana,
Prasad Tadepalli,
2006
.
Rich Caruana,
R. Bharat Rao,
Radu Stefan Niculescu,
2002,
AMIA.
Steven M. Drucker,
Rich Caruana,
Robert DeLine,
2019,
CHI.
Eric Horvitz,
Ashish Kapoor,
Rich Caruana,
2014,
AAMAS.
Rich Caruana,
R. Caruana,
1993,
ICML.
Rich Caruana,
Dayne Freitag,
Dayne Freitag,
1994
.
Albert Gordo,
Rich Caruana,
Giles Hooker,
2018,
ArXiv.
Discovering Blind Spots of Predictive Models: Representations and Policies for Guided Exploration
pdf
Eric Horvitz,
Rich Caruana,
Himabindu Lakkaraju,
2016,
ArXiv.
Rich Caruana,
Shumeet Baluja,
R. Caruana,
1995,
ICML.
Interpretability is Harder in the Multiclass Setting: Axiomatic Interpretability for Multiclass Additive Models
pdf
Rich Caruana,
Xuezhou Zhang,
Paul Koch,
2018,
ArXiv.
Tom M. Mitchell,
Rich Caruana,
Shumeet Baluja,
1995,
NIPS.
Rich Caruana,
M. Arthur Munson,
R. Caruana,
2009,
ECML/PKDD.
Andrew Tomkins,
Joydeep Ghosh,
Padhraic Smyth,
2012,
TKDD.
Rich Caruana,
Xuezhou Zhang,
Paul Koch,
2018,
KDD.
Rich Caruana,
Nam Nguyen,
R. Caruana,
2007,
Seventh IEEE International Conference on Data Mining (ICDM 2007).
Rich Caruana,
R. Caruana,
1997,
Machine-mediated learning.
Albert Gordo,
Rich Caruana,
Sarah Tan,
2018
.
Matthew Richardson,
Rich Caruana,
Matthai Philipose,
2016,
ICLR.
Rich Caruana,
Alexandru Niculescu-Mizil,
Geoff Crew,
2004,
ICML.
Narendra Ahuja,
Steve Kelling,
Rich Caruana,
2016,
2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Rich Caruana,
Alexandru Niculescu-Mizil,
R. Caruana,
2006,
ICML.
Cristina V. Lopes,
Rich Caruana,
Yasser Ganjisaffar,
2011,
SIGIR.
Rich Caruana,
Virginia R. de Sa,
R. Caruana,
1998
.
Tom M. Mitchell,
Rich Caruana,
Dayne Freitag,
1994,
CACM.
Rich Caruana,
Art Munson,
Alexandru Niculescu-Mizil,
2006,
Sixth International Conference on Data Mining (ICDM'06).
Cristina V. Lopes,
David W. McDonald,
Rich Caruana,
2013,
Mining Social Networks and Security Informatics.
Sally A. McKee,
Martin Schulz,
Bronis R. de Supinski,
2007,
Concurr. Comput. Pract. Exp..
Rich Caruana,
Lars Backstrom,
2006,
The 2006 IEEE International Joint Conference on Neural Network Proceedings.
Matthew Richardson,
Rich Caruana,
Matthai Philipose,
2015,
ICLR 2016.
Jure Leskovec,
Rich Caruana,
Himabindu Lakkaraju,
2019,
AIES.
Jeff A. Bilmes,
Matthew Richardson,
Rich Caruana,
2016,
ICML.
Rich Caruana,
Oriol Vinyals,
Dan Bohus,
2012,
ICMI '12.
Rich Caruana,
Nam Nguyen,
Nam Nguyen,
2010
.
Rich Caruana,
Mirek Riedewald,
Daria Sorokina,
2008,
ICML '08.
Rich Caruana,
Xindong Wu,
Pavel Berkhin,
2007,
KDD.
Claire Cardie,
Rich Caruana,
Miles Arthur Munson,
2010
.
Rich Caruana,
Jason D. Lee,
Ran Gilad-Bachrach,
2013,
NIPS.
Rich Caruana,
R. Caruana,
1997,
Machine Learning.
Rich Caruana,
Joseph O'Sullivan,
1998,
Proceedings. 1998 IEEE/RSJ International Conference on Intelligent Robots and Systems. Innovations in Theory, Practice and Applications (Cat. No.98CH36190).
Purifying Interaction Effects with the Functional ANOVA: An Efficient Algorithm for Recovering Identifiable Additive Models
pdf
Rich Caruana,
Chun-Hao Chang,
Sarah Tan,
2020,
AISTATS.
Todd Kulesza,
Rich Caruana,
Danyel Fisher,
2014,
CHI.
Harmanpreet Kaur,
Rich Caruana,
Hanna M. Wallach,
2020,
CHI.
John David N. Dionisio,
Hooshang Kangarloo,
Rich Caruana,
1999,
AMIA.
Larry J. Eshelman,
J. David Schaffer,
Rich Caruana,
1989,
ICGA.
Geoffrey E. Hinton,
Rich Caruana,
Rishabh Agarwal,
2020,
ArXiv.
Rich Caruana,
R. Caruana,
1996,
Neural Networks: Tricks of the Trade.
John Langford,
Eric Horvitz,
Rich Caruana,
2019,
NeurIPS.
Johannes Gehrke,
Rich Caruana,
Giles Hooker,
2013,
KDD.
Ashish Kapoor,
Rich Caruana,
Alnur Ali,
2014,
AAAI.
Sally A. McKee,
Martin Schulz,
Bronis R. de Supinski,
2006,
ASPLOS XII.
Milad Shokouhi,
Paul N. Bennett,
Rich Caruana,
2015,
ICTIR.
Johannes Gehrke,
Rich Caruana,
Yin Lou,
2012,
KDD.
Rich Caruana,
Harsha Nori,
Paul Koch,
2019,
ArXiv.
Rich Caruana,
Nam Nguyen,
R. Caruana,
2008,
ECML/PKDD.
Rich Caruana,
R. Caruana,
2001,
AISTATS.
Jure Leskovec,
Rich Caruana,
Himabindu Lakkaraju,
2017,
ArXiv.
Rich Caruana,
Harsha Nori,
Paul Koch,
2020
.
Steve Kelling,
Rich Caruana,
Mirek Riedewald,
2006,
KDD '06.
Rich Caruana,
R. Caruana,
2018
.
Rich Caruana,
Joseph O'Sullivan,
R. Caruana,
1998
.
Bhaskar Mitra,
Nick Craswell,
Rich Caruana,
2016,
ArXiv.
Sally A. McKee,
Martin Schulz,
Bronis R. de Supinski,
2008,
TACO.
Thorsten Joachims,
Rich Caruana,
Lars Backstrom,
2004,
SKDD.
Rich Caruana,
Virginia R. de Sa,
R. Caruana,
1996,
NIPS.
Onur Mutlu,
Rich Caruana,
Engin Ipek,
2008,
2008 International Symposium on Computer Architecture.
Rich Caruana,
Alexandru Niculescu-Mizil,
Cristian Bucila,
2006,
KDD '06.
Larry J. Eshelman,
J. David Schaffer,
Rich Caruana,
1989,
IJCAI.
Rajarshi Das,
Larry J. Eshelman,
J. David Schaffer,
1989,
ICGA.
Larry J. Eshelman,
J. David Schaffer,
Rich Caruana,
1989,
ML.
Rich Caruana,
Sara Javanmardi,
Cristina Videira Lopes,
2011,
LDMTA '11.
Rich Caruana,
Wray L. Buntine,
1991
.
Matthew Richardson,
Rich Caruana,
Charles A. Sutton,
2015,
ArXiv.
J. David Schaffer,
Rich Caruana,
J. D. Schaffer,
1988,
ML.
Rich Caruana,
Mirek Riedewald,
Daria Sorokina,
2007,
ECML.
Rich Caruana,
Ainur Yessenalina,
Nikolaos Karampatziakis,
2008,
ICML '08.
John Langford,
Rich Caruana,
J. Langford,
2001,
NIPS.
Jian Pei,
Ke Wang,
Deepak Agarwal,
2013,
TKDD.
Andrew McCallum,
Rich Caruana,
David Cohn,
2003
.
Rich Caruana,
Nam Nguyen,
Casey Smith,
2006,
Sixth International Conference on Data Mining (ICDM'06).
Steve Kelling,
Rich Caruana,
Mirek Riedewald,
2009
.
Rich Caruana,
Jimmy Ba,
Jimmy Ba,
2013,
NIPS.
Rich Caruana,
Alexandru Niculescu-Mizil,
R. Caruana,
2007,
ICML Unsupervised and Transfer Learning.
Bhaskar Mitra,
Nick Craswell,
Rich Caruana,
2016,
WWW.
Rich Caruana,
Dale R. Durran,
Jonathan A. Weyn,
2020
.
Vibhu O. Mittal,
Rich Caruana,
Dayne Freitag,
2000,
SIGIR '00.
Steve Kelling,
Rich Caruana,
Mirek Riedewald,
2009,
2009 IEEE International Conference on Data Mining Workshops.
Rich Caruana,
C. Lee Giles,
Steve Lawrence,
2000,
NIPS.
Kee-Eung Kim,
Thomas G. Dietterich,
Russell Impagliazzo,
2000
.
Eric Horvitz,
Rich Caruana,
Himabindu Lakkaraju,
2016,
AAAI.
Rich Caruana,
R. Caruana,
2000,
ANNIMAB.
Johannes Gehrke,
Rich Caruana,
Noémie Elhadad,
2015,
KDD.
Rich Caruana,
2013,
CIKM.
Johannes Gehrke,
Rich Caruana,
Jacob Bien,
2014,
ArXiv.
Rich Caruana,
Lonnie Chrisman,
Wayne Carriker,
1991
.
Steve Kelling,
Rich Caruana,
Daniel Fink,
2010
.
Rich Caruana,
Giles Hooker,
Sarah Tan,
2017
.
Improving Data‐Driven Global Weather Prediction Using Deep Convolutional Neural Networks on a Cubed Sphere
pdf
Rich Caruana,
Dale R. Durran,
Jonathan A. Weyn,
2020,
Journal of Advances in Modeling Earth Systems.
Rich Caruana,
Anna Goldenberg,
Sarah Tan,
2020,
ArXiv.
Rich Caruana,
Alexandru Niculescu-Mizil,
R. Caruana,
2005,
UAI.
Rich Caruana,
R. Caruana,
1994,
NIPS.
Rich Caruana,
1996,
Neural Networks: Tricks of the Trade.
Rich Caruana,
Giles Hooker,
Sarah Tan,
2017,
AIES.
Rich Caruana,
R. Caruana,
1996,
ICML.
Rich Caruana,
R. Bharat Rao,
Radu Stefan Niculescu,
2003,
AMIA.
Galit Shmueli,
Rich Caruana,
Anna Goldenberg,
2002
.
Rich Caruana,
Nam Nguyen,
R. Caruana,
2008,
KDD.
Sally A. McKee,
Martin Schulz,
Bronis R. de Supinski,
2007
.
Andrew Gordon Wilson,
Rich Caruana,
Jason Yosinski,
2017
.
Rich Caruana,
Alex Niculescu-Mizil,
R. Caruana,
2005
.
Rich Caruana,
David B. Skalak,
D. B. Skalak,
2007,
ECML.
Scott Counts,
John Krumm,
Rich Caruana,
2013,
UMAP.
Rich Caruana,
Harsha Nori,
Samuel Jenkins,
2020,
KDD.
Rich Caruana,
Virginia R. de Sa,
R. Caruana,
2003,
J. Mach. Learn. Res..
Eric P. Xing,
Rich Caruana,
Benjamin J. Lengerich,
2020,
ArXiv.
Rich Caruana,
Anna Goldenberg,
Chun-Hao Chang,
2020,
KDD.
Rich Caruana,
Anna Goldenberg,
George Alexandru Adam,
2021,
ArXiv.
Rich Caruana,
Anna Goldenberg,
Chun-Hao Chang,
2021,
ArXiv.
Rich Caruana,
Duen Horng Chau,
Mihaela Vorvoreanu,
2021,
ArXiv.
Janardhan Kulkarni,
Rich Caruana,
Harsha Nori,
2020
.
Rich Caruana,
Matthew D. Mullin,
M. D. Mullin,
1999
.
Eric Horvitz,
Rich Caruana,
Himabindu Lakkaraju,
2016
.
Thorsten Joachims,
Johannes Gehrke,
Rich Caruana,
1995
.
Rich Caruana,
Art Munson,
2006
.
Geoffrey E. Hinton,
Rich Caruana,
Rishabh Agarwal,
2020,
NeurIPS.