Alex Smola
发表
Bernhard Schölkopf,
Alexander J. Smola,
Klaus-Robert Müller,
1998,
Neural Computation.
Alexander J. Smola,
Bor-Yiing Su,
Vanja Josifovski,
2014,
OSDI.
Gustavo Alonso,
Dan Alistarh,
Dimitris S. Papailiopoulos,
2019,
ArXiv.
Gunnar Rätsch,
Bernhard Schölkopf,
Alexander J. Smola,
1999,
IEEE Trans. Neural Networks.
P. Bartlett,
Dale Schuurmans,
B. Schölkopf,
2000
.
Alexander J. Smola,
Barnabás Póczos,
Sashank J. Reddi,
2015,
AAAI.
Alexander J. Smola,
Barnabás Póczos,
Sashank J. Reddi,
2015,
UAI.
Alexander J. Smola,
Barnabás Póczos,
Suvrit Sra,
2016,
ArXiv.
R. C. Williamson,
B. Schölkopf,
Alex Smola,
2001
.
D. Andersen,
Alex Smola,
Mu Li,
2013
.
Alexander J. Smola,
Robert C. Williamson,
Jyrki Kivinen,
2001,
IEEE Transactions on Signal Processing.
Alex Smola,
Gaëlle Loosli,
S. Canu,
2004
.
Bernhard Schölkopf,
Alexander J. Smola,
Arthur Gretton,
2012,
J. Mach. Learn. Res..
Alexander J. Smola,
Lihong Li,
Markus Weimer,
2010,
NIPS.
John Langford,
Alexander J. Smola,
Martin Zinkevich,
2009,
NIPS.
Alexander J. Smola,
Barnabás Póczos,
Peter Richtárik,
2016,
ArXiv.
Alexander J. Smola,
Alex Smola,
1998
.
Alexander J. Smola,
Amr Ahmed,
Joseph Gonzalez,
2012,
WSDM '12.
Alexander J. Smola,
Tong Zhang,
Yuqiang Chen,
2014,
KDD.
Alexander J. Smola,
Quoc V. Le,
Choon Hui Teo,
2007,
KDD '07.
Bernhard Schölkopf,
Alexander J. Smola,
Dale Schuurmans,
2000
.
Thomas Hofmann,
Alexander J. Smola,
Yasemin Altun,
2004,
UAI.
Alexander J. Smola,
Peter L. Bartlett,
P. Bartlett,
2000,
NIPS.
Bernhard Schölkopf,
Alexander J. Smola,
Dale Schuurmans,
2000
.
Alexander J. Smola,
Quoc V. Le,
Choon Hui Teo,
2010,
J. Mach. Learn. Res..
Smola,
P. Bartlett,
Dale Schuurmans,
2000
.
Alexander J. Smola,
Quoc V. Le,
S. V. N. Vishwanathan,
2007,
NIPS.
Alex Smola,
Thomas Hofmann,
B. Scholkopf,
2007,
math/0701907.
Alexander J. Smola,
Steven E. Golowich,
Vladimir Vapnik,
1996,
NIPS.
Bernhard Schölkopf,
Alexander J. Smola,
Arthur Gretton,
2006,
NIPS.
Alexander J. Smola,
Barnabás Póczos,
Suvrit Sra,
2017,
AISTATS.
Xi Chen,
Alexander J. Smola,
Chong Wang,
2013,
NIPS.
Alexander J. Smola,
Barnabás Póczos,
Suvrit Sra,
2016,
ICML.
John Langford,
Alexander J. Smola,
S. V. N. Vishwanathan,
2009,
AISTATS.
Karsten M. Borgwardt,
B. Schölkopf,
Alex Smola,
2009,
NIPS 2009.
Alexander J. Smola,
Barnabás Póczos,
Suvrit Sra,
2016,
NIPS.
Alexander J. Smola,
Barnabás Póczos,
Suvrit Sra,
2016,
ArXiv.
Alexander J. Smola,
Barnabás Póczos,
Suvrit Sra,
2016,
2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
Alexander J. Smola,
Barnabás Póczos,
Suvrit Sra,
2016,
2016 IEEE 55th Conference on Decision and Control (CDC).
Alexander J. Smola,
Barnabás Póczos,
Eric P. Xing,
2016,
NIPS.
Thomas Hofmann,
Bernhard Schölkopf,
Alexander J. Smola,
2007
.
Alexander J. Smola,
Shravan M. Narayanamurthy,
Alex Smola,
2010,
Proc. VLDB Endow..
Alexander J. Smola,
Vanja Josifovski,
Mohamed Aly,
2011,
KDD.
Gunnar Rätsch,
Bernhard Schölkopf,
Alexander J. Smola,
1997,
ICANN.
Bernhard Schölkopf,
Alexander J. Smola,
B. Schölkopf,
1998,
Algorithmica.
Bernhard Schölkopf,
Alexander J. Smola,
Patrice Y. Simard,
1997,
NIPS.
Bernhard Schölkopf,
Alexander J. Smola,
Dale Schuurmans,
2000
.
Bernhard Schölkopf,
Alexander J. Smola,
B. Schölkopf,
2000,
International Conference on Machine Learning.
Bernhard Schölkopf,
Alexander J. Smola,
B. Schölkopf,
1997,
NIPS.
Alexander J. Smola,
Stéphane Canu,
S. Canu,
2006,
ESANN.
Bernhard Schölkopf,
Alexander J. Smola,
Robert C. Williamson,
1998
.
Smola,
R. C. Williamson,
P. Bartlett,
2000
.
Bernhard Schölkopf,
Alexander J. Smola,
Ralf Herbrich,
2001,
COLT/EuroCOLT.
Kilian Q. Weinberger,
Anirban Dasgupta,
Josh Attenberg,
2009,
ICML '09.
Bernhard Schölkopf,
Alexander J. Smola,
Klaus-Robert Müller,
1998,
Neural Networks.
B. Schölkopf,
K. Müller,
Alex Smola,
1998
.
Le Song,
Alexander J. Smola,
Misha Denil,
2014,
2015 IEEE International Conference on Computer Vision (ICCV).
R. C. Williamson,
B. Schölkopf,
K. Müller,
1999
.
P. Bartlett,
Dale Schuurmans,
B. Schölkopf,
2000
.
B. Schölkopf,
Alex Smola,
G. Rätsch,
1999
.
Alexander J. Smola,
Craig Saunders,
Weston J Stitson Mo,
1998
.
Alexander J. Smola,
Harris Drucker,
Linda Kaufman,
1996,
NIPS.
Alexander J. Smola,
Eric P. Xing,
Choon Hui Teo,
2011,
AISTATS.
Alexander J. Smola,
Quoc V. Le,
Choon Hui Teo,
2008,
NIPS.
Bernhard Schölkopf,
Alexander J. Smola,
Arthur Gretton,
2006,
NIPS.
Carl E. Rasmussen,
Gunnar Rätsch,
Bernhard Schölkopf,
2007,
J. Mach. Learn. Res..
Alexander J. Smola,
Steven E. Golowich,
Vladimir Vapnik,
1997,
NIPS 1997.
Alexander J. Smola,
Quoc V. Le,
Tamás Sarlós,
2014,
ArXiv.
Bernhard Schölkopf,
Alexander J. Smola,
John Shawe-Taylor,
2001,
Neural Computation.
Bernhard Schölkopf,
Alex J Smola,
Robert C Williamson,
2000,
Neural Computation.
B. Schölkopf,
K. Müller,
Alex Smola,
1998
.
K. Fukumizu,
Alex Smola,
Y. Altun,
2007
.
Le Song,
Bernhard Schölkopf,
Alexander J. Smola,
2007,
Discovery Science.
Alex Smola,
Aaditya Ramdas,
A. Gretton,
2016
.
Bernhard Schölkopf,
Alexander J. Smola,
Klaus-Robert Müller,
1997,
ICANN.
Alexander J. Smola,
Bernhard Schölkopf,
B. Schölkopf,
2001,
Adaptive computation and machine learning series.
Bernhard Schölkopf,
Alexander J. Smola,
Arthur Gretton,
2005,
ALT.
Alexander J. Smola,
Quoc V. Le,
Alexandros Karatzoglou,
2007
.
Hans-Peter Kriegel,
Bernhard Schölkopf,
Alexander J. Smola,
2006,
ISMB.
Alexander J. Smola,
Peter Bartlett,
P. Bartlett,
2000
.
Bernhard Schölkopf,
Alexander J. Smola,
B. Schölkopf,
2004,
Stat. Comput..
P. Bartlett,
Dale Schuurmans,
B. Schölkopf,
2000
.
Christopher De Sa,
Michael I. Jordan,
Phillip B. Gibbons,
2019,
1904.03257.
Quoc V. Le,
Alex Smola,
I. Takeuchi,
2005
.
Le Song,
Alexander J. Smola,
Arthur Gretton,
2012,
J. Mach. Learn. Res..
Le Song,
Alexander J. Smola,
Xinhua Zhang,
2008,
NIPS.
Bernhard Schölkopf,
Alexander J. Smola,
Robert C. Williamson,
1999,
EuroCOLT.
Alexander J. Smola,
Vladimir Nikulin,
Alex Smola,
2005,
MLDM.
Alexander J. Smola,
Risi Kondor,
Alex Smola,
2003,
COLT.
Alexander J. Smola,
Jianfeng Gao,
Li Deng,
2015,
2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Diyi Yang,
Alexander J. Smola,
Chris Dyer,
2016,
NAACL.
John Langford,
Alexander J. Smola,
S. V. N. Vishwanathan,
2009,
J. Mach. Learn. Res..
Gunnar Rätsch,
Bernhard Schölkopf,
Alexander J. Smola,
1998,
NIPS.
Bernhard Schölkopf,
Alexander J. Smola,
Christopher J. C. Burges,
1998,
DAGM-Symposium.
Alexander J. Smola,
Choon Hui Teo,
Amir Globerson,
2007,
NIPS.
Thomas Hofmann,
Alexander J. Smola,
S. V. N. Vishwanathan,
2005,
AISTATS.
Alexander J. Smola,
Andrew Gordon Wilson,
Daniel B. Neill,
2015,
ICML.
Alexander J. Smola,
Yasemin Altun,
Alex Smola,
2006,
COLT.
Le Song,
Bernhard Schölkopf,
Alexander J. Smola,
2007,
NIPS.
Alexander J. Smola,
Quoc V. Le,
Alex Smola,
2007,
ArXiv.
Alexander J. Smola,
Barnabás Póczos,
Ruslan Salakhutdinov,
2017,
1703.06114.
Le Song,
Byron Boots,
Alexander J. Smola,
2010,
ICML.
Bernhard Schölkopf,
Alexander J. Smola,
Arthur Gretton,
2005,
J. Mach. Learn. Res..
Alexander J. Smola,
S. V. N. Vishwanathan,
Nicol N. Schraudolph,
2006,
J. Mach. Learn. Res..
Alexander J. Smola,
Pannagadatta K. Shivaswamy,
Chiranjib Bhattacharyya,
2006,
J. Mach. Learn. Res..
Thomas Hofmann,
Alexander J. Smola,
Yasemin Altun,
2004,
ICML.
Alexander J. Smola,
Arthur Gretton,
Aaditya Ramdas,
2016,
ICLR.
Bernhard Schölkopf,
Alexander J. Smola,
Thilo-Thomas Frieß,
1998,
NIPS.
Thomas Gärtner,
Alexander J. Smola,
Quoc V. Le,
2006,
ICML.
Alexander J. Smola,
Lingfan Yu,
Zheng Zhang,
2019,
ArXiv.
Hans-Peter Kriegel,
Alexander J. Smola,
Cheng Soon Ong,
2005,
ISMB.
Alexander J. Smola,
Chiranjib Bhattacharyya,
Pannagadatta K. Shivaswamy,
2004,
NIPS.
Gökhan BakIr,
Thomas Hofmann,
Bernhard Schölkopf,
2007
.
Bernhard Schölkopf,
Alexander J. Smola,
B. Schölkopf,
2002,
Machine Learning Summer School.
Alexander J. Smola,
Edo Liberty,
Mu Li,
2018
.
Alexander J. Smola,
Kenji Fukumizu,
Le Song,
2009,
ICML '09.
Qinghua Zheng,
Alexander J. Smola,
Ziqi Liu,
2016,
AISTATS.
Cheng Soon Ong,
Alex Smola,
2003,
ICML 2003.
Alexander J. Smola,
Anima Anandkumar,
Yining Wang,
2015,
NIPS.
Le Song,
Bernhard Schölkopf,
Alexander J. Smola,
2008,
ICML '08.
Alexander J. Smola,
Amr Ahmed,
Sujith Ravi,
2014,
KDD.
Bernhard Schölkopf,
Alexander J. Smola,
Arthur Gretton,
2007,
AAAI.
Alexander J. Smola,
Kilian Q. Weinberger,
Martin Zinkevich,
2009
.
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning
pdf
Alexander J. Smola,
Akshay Krishnamurthy,
Rajarshi Das,
2017,
ICLR.
Le Song,
Alexander J. Smola,
Arthur Gretton,
2007,
ICML '07.
Alexander J. Smola,
Yu-Xiang Wang,
Zachary C. Lipton,
2018,
ICML.
Alexander J. Smola,
R. Manmatha,
Philipp Krähenbühl,
2017,
2017 IEEE International Conference on Computer Vision (ICCV).
Alexander J. Smola,
Quoc V. Le,
Stéphane Canu,
2005,
ICML.
Alexander J. Smola,
S. V. N. Vishwanathan,
Eleazar Eskin,
2003,
NIPS.
Bernhard Schölkopf,
Alexander J. Smola,
B. Schölkopf,
2002,
Machine Learning Summer School.
Graph Partitioning via Parallel Submodular Approximation to Accelerate Distributed Machine Learning
pdf
Alexander J. Smola,
Mu Li,
Dave G. Andersen,
2015,
ArXiv.
Alexander J. Smola,
Tom Ziemke,
Mikael Bodén,
1998
.
Bernhard Schölkopf,
Alexander J. Smola,
S. Mendelson A. J. Smola,
2003
.
Alexander J. Smola,
Bernhard Schölkopf,
Louis Abraham,
2020,
ArXiv.
Alexander J. Smola,
S. V. N. Vishwanathan,
S. Vishwanathan,
2002,
NIPS.
S. Vishwanathan,
Alex Smola,
2003
.
Alexander J. Smola,
Quoc V. Le,
Ichiro Takeuchi,
2006,
J. Mach. Learn. Res..
S. Roweis,
Alex Smola,
A. Globerson,
2009
.
Bernhard Schölkopf,
Alexander J. Smola,
Arthur Gretton,
2005,
AISTATS.
Alexander J. Smola,
Suvrit Sra,
Mu Li,
2016,
AISTATS.
Alexander J. Smola,
Adam Kowalczyk,
Robert C. Williamson,
2001,
NIPS.
Le Song,
Alexander J. Smola,
Arthur Gretton,
2007,
ISMB/ECCB.
Alexander J. Smola,
Glenn Fung,
Olvi L. Mangasarian,
2002,
J. Mach. Learn. Res..
Li Wang,
Alexander J. Smola,
Li Cheng,
2011,
International Journal of Computer Vision.
Philip S. Yu,
Hans-Peter Kriegel,
Le Song,
2010,
Stat. Anal. Data Min..
Alexander J. Smola,
Daniel B. Neill,
Seth Flaxman,
2015,
ACM Trans. Intell. Syst. Technol..
Alexander J. Smola,
Shuang-Hong Yang,
Hongyuan Zha,
2011,
WWW.
Gunnar Rätsch,
Bernhard Schölkopf,
Alexander J. Smola,
1998
.
Alexander J. Smola,
Vanja Josifovski,
Amr Ahmed,
2013,
WWW.
Bernhard Schölkopf,
Alexander J. Smola,
Dale Schuurmans,
2000
.
Alexander J. Smola,
Quoc V. Le,
Tibério S. Caetano,
2009,
J. Mach. Learn. Res..
Alexander J. Smola,
Quoc V. Le,
Tamás Sarlós,
2013,
ICML.
Bernhard Schölkopf,
Alexander J. Smola,
Dale Schuurmans,
2000
.
Bernhard Schölkopf,
Alexander J. Smola,
Peter L. Bartlett,
1998,
NIPS.
Alexander J. Smola,
Yu-Xiang Wang,
Ryan J. Tibshirani,
2014,
J. Mach. Learn. Res..
Le Song,
Alexander J. Smola,
Arthur Gretton,
2007,
NIPS.
Le Song,
Alexander J. Smola,
Arthur Gretton,
2007,
ICML '07.
Le Song,
Alexander J. Smola,
Bo Dai,
2018,
ICML.
Nello Cristianini,
Alexander J. Smola,
Colin Campbell,
2000
.
Alexander J. Smola,
Silvio Borer,
Arnulf B. A. Graf,
2003,
IEEE Trans. Neural Networks.
B. Schölkopf,
Alex Smola,
Thomas Hofmann,
2008
.
Alexander J. Smola,
Hsiao-Yu Fish Tung,
Alex Smola,
2014,
NIPS.
Alexander J. Smola,
Dale Schuurmans,
Bernhard Schölkopf,
2000
.
Alexander J. Smola,
Novi Quadrianto,
James Petterson,
2009,
NIPS.
Alexander J. Smola,
S. V. N. Vishwanathan,
Yasemin Altun,
2007,
EMNLP.
Alexander J. Smola,
S. V. N. Vishwanathan,
Tibério S. Caetano,
2010,
NIPS.
Alexander J. Smola,
Robert C. Williamson,
R. C. Williamson,
2000,
NIPS.
Bernhard Schölkopf,
Alexander J. Smola,
P. C. Ölveczky,
2001
.
Bernhard Schölkopf,
Alexander J. Smola,
Athanassia Chalimourda,
2005,
Neural Networks.
Gunnar Rätsch,
Bernhard Schölkopf,
Alexander J. Smola,
1999,
NIPS.
Alexander J. Smola,
Rasool Fakoor,
Pratik Chaudhari,
2020,
ArXiv.
Julio Delgado,
Ramesh Nallapati,
Edo Liberty,
2020,
SIGMOD Conference.
Thomas Gärtner,
Alexander J. Smola,
Quoc V. Le,
2006,
ECML.
Alexander J. Smola,
Arthur Gretton,
Ralf Herbrich,
2003,
2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..
Alexander J. Smola,
Christopher V. Alvino,
Justin Basilico,
2016,
RecSys.
Alexander J. Smola,
Guy L. Steele,
Manzil Zaheer,
2016,
AISTATS.
B. Schölkopf,
Alex Smola,
Thomas Hofmann,
2005
.
Aki Vehtari,
Andrew Gelman,
Seth Flaxman,
2015
.
P. Bartlett,
Dale Schuurmans,
Alex Smola,
1999
.
Alex Smola,
Minjie Wang,
Zheng Zhang,
2019,
ArXiv.
B. Schölkopf,
Alex Smola,
A. Gretton,
2008
.
Alexander J. Smola,
R. Manmatha,
Manzil Zaheer,
2017,
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.
Alex Smola,
N. Oliver,
2015
.
Alexander J. Smola,
Mu Li,
Kai Yu,
2014,
NIPS.
Alex Smola,
B. Schölkopf,
Klaus-Robert M üller,
1999
.
D. Andersen,
Alex Smola,
2012
.
R. C. Williamson,
J. Shawe-Taylor,
Alex Smola,
1999
.
Alex Smola,
Klaus-Robert M uller,
AnalysisG,
2000
.
R. C. Williamson,
B. Schölkopf,
J. Shawe-Taylor,
1999
.
Alexander J. Smola,
Max Welling,
Yutian Chen,
2010,
UAI.
Sebastian Mika,
Rudower Chaussee,
Matthias Scholz,
1998
.
Alexander J. Smola,
Amr Ahmed,
Alex Beutel,
2016,
ICLR.
Alex Smola,
Alex Beutel,
Amr Ahmed,
2015,
Proceedings of the 24th International Conference on World Wide Web.
B. Schölkopf,
Alex Smola,
B. Scholkopf,
2000,
ICML.
M. Zaheer,
Alex Smola,
R. Das,
2019
.
R. C. Williamson,
Alex Smola,
A. Kowalczyk,
2003
.
Alex Smola,
S. Flaxman,
D. Neill,
2013
.
Alex Smola,
2003
.
J Reddi Sashank,
Sra Suvrit,
Poczos Barnabas,
2016
.
Le Song,
Bernhard Schölkopf,
Alexander J. Smola,
2007,
IFIP Working Conference on Database Semantics.
B. Schölkopf,
K. Fukumizu,
Alex Smola,
2009
.
Bernhard Schölkopf,
Alexander J. Smola,
Arthur Gretton,
2005
.
Bernhard Schölkopf,
Alexander J. Smola,
B. Schölkopf,
2005,
IEEE Transactions on Neural Networks.
Gökhan BakIr,
Thomas Hofmann,
Bernhard Schölkopf,
2007
.
Bernhard Schölkopf,
Alexander J. Smola,
Robert C. Williamson,
1998
.
Bernhard Schölkopf,
Alexander J. Smola,
Christopher J. C. Burges,
1999
.
Bernhard Schölkopf,
Alexander J. Smola,
Arthur Gretton,
2005
.
Bernhard Schölkopf,
Alexander J. Smola,
Dale Schuurmans,
2000
.
Gökhan BakIr,
Thomas Hofmann,
Bernhard Schölkopf,
2007
.
Bernhard Schölkopf,
Alexander J. Smola,
B. Schölkopf,
2001
.
Bernhard Schölkopf,
Alexander J. Smola,
B. Schölkopf,
2001
.
Kurt Hornik,
Alexander J. Smola,
Alexandros Karatzoglou,
2016
.
K. Hornik,
Alex Smola,
A. Zeileis,
2003
.
B. Schölkopf,
C. Burges,
Alex Smola,
1999
.
Aaron Q. Li,
D. Andersen,
Alex Smola,
2013
.
Alexander J. Smola,
Liang Li,
Zachary C. Lipton,
2021,
AAAI.
B. Schölkopf,
K. Müller,
Alex Smola,
2000,
PAKDD.
Akshay Krishnamurthy,
Rajarshi Das,
Andrew McCallum,
2017,
AKBC@NIPS.
Bernhard Schölkopf,
Alexander J. Smola,
Klaus-Robert Müller,
1997,
International Conference on Artificial Neural Networks.
Alexander J. Smola,
Alex Smola,
2004
.
Alexander J. Smola,
Cheng Soon Ong,
Alex Smola,
2003,
ICML.
Bernhard Schölkopf,
Alexander J. Smola,
Robert C. Williamson,
1998
.
Alexander J. Smola,
Sundar Vishwanathan,
S. Vishwanathan,
2020,
Machine Learning Refined.
Alexander J. Smola,
Zachary C. Lipton,
Zachary Chase Lipton,
2020,
Journal of the American College of Radiology : JACR.
Alexander J. Smola,
Amr Ahmed,
Liangjie Hong,
2013
.
Alexander J. Smola,
Alex Smola,
2001,
Tutorial Guide. ISCAS 2001. IEEE International Symposium on Circuits and Systems (Cat. No.01TH8573).
Alexander J. Smola,
Harold Soh,
Konstantinos Benidis,
2021,
NeurIPS.
Alexander J. Smola,
Taesup Kim,
Rasool Fakoor,
2021,
ArXiv.
Alexander J. Smola,
Alex Smola,
Alex. Smola,
2002
.
Alexander J. Smola,
Arthur Gretton,
Karsten M. Borgwardt,
2007,
AAAI 2007.
Alexander J. Smola,
John Shawe-Taylor,
Robert C. Williamson,
2000,
NIPS 2000.
Alexander J. Smola,
Amr Ahmed,
Alex Smola,
2013
.
Alexander J. Smola,
Amr Ahmed,
Vidhya Navalpakkam,
2013
.
Alexander J. Smola,
Petra Gehring,
Alex Smola,
2010
.
Alexander J. Smola,
Nello Cristianini,
I C G Campbell,
2000
.
Alex Smola,
R. Tibshirani,
Taesup Kim,
2021,
ArXiv.
Kilian Q. Weinberger,
Alex Smola,
A. Dasgupta,
2009
.
B. Schölkopf,
Alex Smola,
Thomas Hofmann,
2007,
math/0701907.
Quoc V. Le,
Alex Smola,
Novi Quadrianto,
2008,
International Conference on Machine Learning.
Arthur Gretton,
Pjw Rayner,
Alex Smola,
2001
.
Alexander J. Smola,
Tibério S. Caetano,
Matthias O. Franz,
2006,
ICML.
Alexander J. Smola,
Eric P. Xing,
Xun Zheng,
2017,
ArXiv.
Alexander J. Smola,
Amr Ahmed,
Alex Beutel,
2014,
WWW.
Alexander J. Smola,
S. V. N. Vishwanathan,
Shin Matsushima,
2012,
KDD.
Quoc V. Le,
Alex Smola,
Julian McAuley,
2009,
IEEE transactions on pattern analysis and machine intelligence.
Alexander J. Smola,
Quoc V. Le,
Tibério S. Caetano,
2008,
ICML '08.
Alexander J. Smola,
S. V. N. Vishwanathan,
Karsten M. Borgwardt,
2006,
Neurocomputing.
Gunnar Rätsch,
Bernhard Schölkopf,
Alexander J. Smola,
2003,
IEEE Trans. Pattern Anal. Mach. Intell..
Bernhard Schölkopf,
Alexander J. Smola,
Sebastian Mika,
1999,
J. Mach. Learn. Res..
Gunnar Rätsch,
Bernhard Schölkopf,
Alexander J. Smola,
2000,
German Conference on Bioinformatics.
Alexander J. Smola,
Amr Ahmed,
Mu Li,
2015,
WSDM.
Le Song,
Alexander J. Smola,
Novi Quadrianto,
2008,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Thomas Hofmann,
Bernhard Schölkopf,
Alexander J. Smola,
2006
.
Alexander J. Smola,
Cheng Soon Ong,
Robert C. Williamson,
2005,
J. Mach. Learn. Res..
Bernhard Schölkopf,
Alexander J. Smola,
Olvi L. Mangasarian,
2002
.
Bernhard Schölkopf,
Alexander J. Smola,
Klaus-Robert Müller,
1999,
Informatik Forschung und Entwicklung.
Alexander J. Smola,
Bernhard Sch,
Alex Smola,
1999
.
Bernhard Schölkopf,
Alexander J. Smola,
Tom Ziemke,
1998
.
Gunnar Rätsch,
Alexander J. Smola,
Sebastian Mika,
2002,
NIPS.
Alexander J. Smola,
Amr Ahmed,
Sergiy Matusevych,
2012,
UAI.
Alexander J. Smola,
Eric P. Xing,
Choon Hui Teo,
2011,
WWW.
Alex Smola,
Y. Bubnov,
S. Baranin,
2018,
Mendeleev Communications.
Alexander J. Smola,
Hao Shen,
Knut Hüper,
2006,
ICONIP.
Alexander J. Smola,
Ziqi Liu,
Mu Li,
2016,
WSDM.
Alexander J. Smola,
Alexandros Karatzoglou,
Markus Weimer,
2008,
Machine Learning.
Alexander J. Smola,
Weinan Zhang,
Jie Yang,
2015,
KDD.
Alex Smola,
Mu Li,
Jonas Mueller,
2021
.
Alexander J. Smola,
Manzil Zaheer,
Chao-Yuan Wu,
2017,
ArXiv.
Le Song,
Alexander J. Smola,
Choon Hui Teo,
2009,
AISTATS.
Bernhard Schölkopf,
Alexander J. Smola,
John C. Platt,
1999,
NIPS.
Alex Smola,
Le Song,
A. Gretton,
2006
.
Arthur Gretton,
Karsten M. Borgwardt,
Justin Bedo,
2006
.
José M. F. Moura,
Alexander J. Smola,
Amr Ahmed,
2017,
ICML.
Michael L. Wick,
M. Zaheer,
Alex Smola,
2016
.
Shuang-Hong Yang,
Hongyuan Zha,
Zhaohui Zheng,
2011,
SIGIR.
Alexander J. Smola,
Nando de Freitas,
Masrour Zoghi,
2012,
ICML.
Alexander J. Smola,
Nando de Freitas,
Masrour Zoghi,
2012,
ArXiv.
Bernhard Schölkopf,
Alexander J. Smola,
B. Schölkopf,
2003
.
Alexander J. Smola,
Choon Hui Teo,
Zhaohui Zheng,
2011,
WSDM '11.
Alexander J. Smola,
Alex Smola,
1996
.
Hang Zhang,
Jonas Mueller,
Alexander Smola,
2020,
ArXiv.
Alexander J. Smola,
Amr Ahmed,
Alex Beutel,
2015,
WWW.
Chongruo Wu,
Yi Zhu,
R. Manmatha,
2020,
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
Alexander J. Smola,
Amr Ahmed,
Liangjie Hong,
2012,
WWW.
Alexander J. Smola,
Rasool Fakoor,
Jonas Mueller,
2021,
NeurIPS.
Alexander J. Smola,
Tibério S. Caetano,
Julian J. McAuley,
2008,
NIPS.
Alexander J. Smola,
Cheng Soon Ong,
Stéphane Canu,
2004,
ICML.
Le Song,
Alexander J. Smola,
Zornitsa Kozareva,
2017,
AAAI.
Alexander J. Smola,
Zheng Zhang,
Weinan Zhang,
2020,
KDD.
Charu C. Aggarwal,
Alexander J. Smola,
Rajeev Rastogi,
2016,
KDD.
Alex Beutel,
Alex Smola,
Chao-Yuan Wu,
2017,
WSDM.
Alexander J. Smola,
Yu-Xiang Wang,
Ryan J. Tibshirani,
2014,
ICML.
Alexander J. Smola,
René Vidal,
S. V. N. Vishwanathan,
2007,
International Journal of Computer Vision.
Thomas Gärtner,
Alexander J. Smola,
Peter A. Flach,
2002,
ICML.
Alexander J. Smola,
Ziqi Liu,
Yu-Xiang Wang,
2015,
RecSys.
Alexander J. Smola,
Rasool Fakoor,
Pratik Chaudhari,
2019,
UAI.
Alexander J. Smola,
Lihong Li,
Deepak Agarwal,
2011,
AISTATS.
Jonas Mueller,
Alex Smola,
Alex Smola,
2019,
2019 IEEE International Conference on Data Mining (ICDM).
Alex Smola,
P. Chaudhari,
Stefano Soatto,
2019,
ICLR.
Alexander J. Smola,
Mu Li,
Chenguang Wang,
2019,
ArXiv.
Alexander J. Smola,
Chong Wang,
Jing Jiang,
2014,
KDD.
Alexander J. Smola,
Rasool Fakoor,
Pratik Chaudhari,
2020,
NeurIPS.
Han Zhao,
Geoffrey J. Gordon,
Geoff Gordon,
2017,
UAI.
Chongruo Wu,
Yi Zhu,
R. Manmatha,
2020,
ArXiv.
Alexander J. Smola,
Quoc V. Le,
Tibério S. Caetano,
2007,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Bernhard Schölkopf,
Alexander J. Smola,
Zoubin Ghahramani,
2014,
ICML.
Alex Smola,
P. Dobrzyński,
P. Rychter,
2015
.
Alex Smola,
J. Kasperczyk,
P. Dobrzyński,
2014
.
Alexander J. Smola,
How Jing,
Alex Smola,
2017,
WSDM.
Alexander J. Smola,
Deepak Agarwal,
Yucheng Low,
2011,
KDD.
Alexander J. Smola,
Amr Ahmed,
Sujith Ravi,
2013,
WWW.
Le Song,
Alexander J. Smola,
Andrew Gordon Wilson,
2014,
AISTATS.
Thomas Gärtner,
Quoc V. Le,
Alex J Smola,
2005
.
Le Song,
Alexander J. Smola,
Nan Du,
2015,
KDD.
Alexander J. Smola,
Christos Faloutsos,
Alex Beutel,
2014,
WWW.
Alexander J. Smola,
Yuchen Zhang,
Vanja Josifovski,
2014,
WSDM.
Alexander J. Smola,
Shuang-Hong Yang,
Hongyuan Zha,
2012,
SIGIR '12.
Philip S. Yu,
Hans-Peter Kriegel,
Le Song,
2009,
SDM.
Alexander J. Smola,
Dale Schuurmans,
Novi Quadrianto,
2010,
2010 IEEE International Conference on Data Mining Workshops.
Alexander J. Smola,
Rasool Fakoor,
Pratik Chaudhari,
2020,
ArXiv.
Alexander J. Smola,
Kavosh Asadi,
Michael L. Littman,
2021,
ArXiv.
Tim Januschowski,
Alex Smola,
Jan Gasthaus,
2019,
ICML.
Alexander J. Smola,
S. V. N. Vishwanathan,
Stéphane Canu,
2005,
Rev. d'Intelligence Artif..
Alexander J. Smola,
Sundar Vishwanathan,
Stéphane Canu,
2005
.
Alexander J. Smola,
Stephen E. Fienberg,
Yu-Xiang Wang,
2015,
ICML.
Alexander J. Smola,
Abhimanyu Das,
Amr Ahmed,
2014,
WSDM.
Alexander J. Smola,
Amr Ahmed,
Manzil Zaheer,
2017,
ICML.
Bernhard Schölkopf,
Alexander J. Smola,
Athanassia Chalimourda,
2004,
Neural Networks.
Alexander J. Smola,
Shahar Mendelson,
S. Mendelson,
2003,
Lecture Notes in Computer Science.
Alexander J. Smola,
Chenguang Wang,
Zheng Zhang,
2020,
ArXiv.
Alexander J. Smola,
Wray L. Buntine,
Tibério S. Caetano,
2010,
NIPS.
Alexander J. Smola,
S. V. N. Vishwanathan,
Karsten M. Borgwardt,
2005,
ESANN.
Alex Smola,
Yuyang Wang,
Danielle C. Maddix,
2018,
ArXiv.
Alexander J. Smola,
Alexandros Karatzoglou,
Markus Weimer,
2010,
AISTATS.
Weinan Zhang,
Alex Smola,
Yong Yu,
2020,
ArXiv.
Alexander J. Smola,
Cheng Soon Ong,
Robert C. Williamson,
2002,
NIPS.
Alexander J. Smola,
Barnabás Póczos,
Suvrit Sra,
2015,
NIPS.
Alexander J. Smola,
S. V. N. Vishwanathan,
S. Vishwanathan,
2004,
NIPS.
Le Song,
Alexander J. Smola,
Nan Du,
2012,
NIPS.
Alexander J. Smola,
Andrei Z. Broder,
Evgeniy Gabrilovich,
2011,
WSDM '11.
Alex Smola,
Yu-Xiang Wang,
R. Tibshirani,
2014,
J. Mach. Learn. Res..
John Langford,
Alexander J. Smola,
Nikos Karampatziakis,
2011,
ArXiv.
Chih-Jen Lin,
S. Sathiya Keerthi,
Ruby C. Weng,
2007,
ICML '07.
Alexander J. Smola,
Robert C. Williamson,
Jyrki Kivinen,
2002,
ALT.
Alexander J. Smola,
Zhaohui Zheng,
Yi Chang,
2010,
WSDM '10.
Christopher De Sa,
Michael I. Jordan,
Phillip B. Gibbons,
2019,
1904.03257.
Christopher De Sa,
Michael I. Jordan,
Phillip B. Gibbons,
2019,
ArXiv.
Gökhan BakIr,
Sundar Vishwanathan,
Bernhard Schölkopf,
2008
.
Alexander J. Smola,
Yuyang Wang,
Ali Caner Türkmen,
2019,
ECML/PKDD.
Alexander J. Smola,
Jay Lee,
Stephan Günnemann,
2015,
AISTATS.
Gökhan BakIr,
Thomas Hofmann,
Bernhard Schölkopf,
2007
.
Bernhard Schölkopf,
Alexander J. Smola,
Robert C. Williamson,
2000,
COLT.
Alexander J. Smola,
Yu-Xiang Wang,
Seth Flaxman,
2015,
KDD.
Bernhard Schölkopf,
Alexander J. Smola,
Alex Smola,
2005
.
Alexander J. Smola,
Ed H. Chi,
Ed Huai-hsin Chi,
2013,
CIKM.
Alexander J. Smola,
Suvrit Sra,
Mu Li,
2015,
ArXiv.
Thomas Gärtner,
Alexander J. Smola,
Quoc V. Le,
2005,
NIPS.
Alexander J. Smola,
Amr Ahmed,
Liangjie Hong,
2013,
WWW.
Alexander J. Smola,
Alexandros Karatzoglou,
Markus Weimer,
2008,
RecSys '08.
Trishul M. Chilimbi,
Alex Smola,
Trishul Chilimbi,
2020,
ArXiv.
D. Andersen,
Alex Smola,
Mu Li,
2014,
OSDI.
Alex Smola,
B. Scholkopf,
2001,
Adaptive computation and machine learning series.
R. C. Williamson,
Jyrki Kivinen,
Alex Smola,
2001,
IEEE Transactions on Signal Processing.
R. C. Williamson,
P. Bartlett,
Alex Smola,
2000,
Neural Computation.
Karsten M. Borgwardt,
Alex Smola,
Le Song,
2007,
ICML '07.
Alexander J. Smola,
Rasool Fakoor,
David Wipf,
2021
.
Alex Smola,
Le Song,
Mehrdad Farajtabar,
2015,
KDD.
Philip S. Yu,
J. Paul Robinson,
Murat Dundar,
2010
.
Alex Smola,
Amr Ahmed,
Abhimanyu Das,
2014,
WSDM.
Alex Smola,
Le Song,
Zichao Yang,
2014,
AISTATS.
Quoc V. Le,
Alex Smola,
T. Caetano,
2007,
2007 IEEE 11th International Conference on Computer Vision.
Alexander J. Smola,
Zhiting Hu,
Chris Dyer,
2016,
EACL.
Alex Smola,
Amr Ahmed,
Vidhya Navalpakkam,
2013,
The Web Conference.
Qinghua Zheng,
Alexander J. Smola,
Ziqi Liu,
2016,
1611.06843.
Alexander J. Smola,
Maria-Florina Balcan,
Mu Li,
2015,
AISTATS.
Alexander J. Smola,
Novi Quadrianto,
Kostas Tsioutsiouliklis,
2010,
NIPS.
Alex Smola,
Zhi-Li Zhang,
Mu Li,
2020,
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
Alex Smola,
Chong Wang,
Chao-Yuan Wu,
2014,
KDD.
Alex Smola,
V. Josifovski,
Yuchen Zhang,
2014,
Web Search and Data Mining.
Alexander J. Smola,
Amr Ahmed,
Liangjie Hong,
2013,
ICML.
Alex Smola,
Amr Ahmed,
Liangjie Hong,
2013,
The Web Conference.
Shravan M. Narayanamurthy,
Alex Smola,
V. Josifovski,
2013,
WWW.
Alexander J. Smola,
Amr Ahmed,
Sujith Ravi,
2012,
NIPS.
E. Xing,
Alex Smola,
Qirong Ho,
2011,
AISTATS.
Alexander J. Smola,
Zheng Zhang,
Weinan Zhang,
2020,
ArXiv.
Alexander Smola,
Xingjian Shi,
Jonas Mueller,
2020,
KDD.
Alex Smola,
Amr Ahmed,
Chao-Yuan Wu,
2016,
ICLR 2016.
Alexander J. Smola,
B. Schölkopf,
Alex Smola,
1998
.