Mark W. Schmidt
发表
Aaron Mishkin,
Frederik Kunstner,
Didrik Nielsen,
2018,
NeurIPS.
Mark W. Schmidt,
Kevin P. Murphy,
Glenn Fung,
2008,
2008 IEEE Conference on Computer Vision and Pattern Recognition.
Convex Optimization for Big Data: Scalable, randomized, and parallel algorithms for big data analytics
pdf
Volkan Cevher,
Mark W. Schmidt,
Stephen Becker,
2014,
IEEE Signal Processing Magazine.
Mark W. Schmidt,
David Vázquez,
Issam H. Laradji,
2019,
BMVC.
Mark W. Schmidt,
Kevin P. Murphy,
Kevin P. Murphy,
2010,
AISTATS.
Mark W. Schmidt,
Nando de Freitas,
Peter Carbonetto,
2008,
NIPS.
Mark W. Schmidt,
Greg Mori,
Leonid Sigal,
2015,
ArXiv.
Mark W. Schmidt,
Kevin P. Murphy,
Alexandru Niculescu-Mizil,
2007,
AAAI.
Mark W. Schmidt,
Hamed Karimi,
Julie Nutini,
2016,
ECML/PKDD.
Convergence of Proximal-Gradient Stochastic Variational Inference under Non-Decreasing Step-Size Sequence
pdf
Mark W. Schmidt,
Mohammad Emtiyaz Khan,
Masashi Sugiyama,
2015,
ArXiv.
Mark W. Schmidt,
Mohammad Emtiyaz Khan,
Wu Lin,
2019,
ICML.
Mark W. Schmidt,
Glenn Fung,
Rómer Rosales,
2007,
ECML.
Mark W. Schmidt,
Russell Greiner,
Jörg Sander,
2006,
J. Comput..
Mark W. Schmidt,
Russell Greiner,
Jörg Sander,
2006,
Canadian Conference on AI.
Mark W. Schmidt,
David Vázquez,
Issam H. Laradji,
2018,
ECCV.
Mark W. Schmidt,
Kevin P. Murphy,
K. Murphy,
2009,
UAI.
Mark W. Schmidt,
Nicolas Le Roux,
Francis R. Bach,
2017,
Mathematical programming.
A Stochastic Gradient Method with an Exponential Convergence Rate for Strongly-Convex Optimization with Finite Training Sets
pdf
Mark W. Schmidt,
Nicolas Le Roux,
Francis R. Bach,
2012,
ArXiv.
Mark W. Schmidt,
Kevin P. Murphy,
David Duvenaud,
2008,
NIPS Causality: Objectives and Assessment.
A simpler approach to obtaining an O(1/t) convergence rate for the projected stochastic subgradient method
pdf
Mark W. Schmidt,
Francis R. Bach,
Simon Lacoste-Julien,
2012,
ArXiv.
Mark W. Schmidt,
Chi-Hoon Lee,
Russell Greiner,
2005,
PKDD.
Mark W. Schmidt,
Nicolas Le Roux,
Francis R. Bach,
2013,
Mathematical Programming.
Mark W. Schmidt,
Dana Cobzas,
D. Cobzas,
2009,
2009 IEEE Conference on Computer Vision and Pattern Recognition.
Mark W. Schmidt,
Gerardo Hermosillo,
Jennifer G. Dy,
2010,
AISTATS.
Mark W. Schmidt,
Anoop Sarkar,
Mohamed Osama Ahmed,
2015,
AISTATS.
Mark W. Schmidt,
Martin Jägersand,
Dana Cobzas,
2007,
2007 IEEE 11th International Conference on Computer Vision.
Volkan Cevher,
Mark W. Schmidt,
Stephen Becker,
2014,
IEEE Signal Processing Magazine.
Mark W. Schmidt,
David Vázquez,
Issam H. Laradji,
2019,
ArXiv.
Mark W. Schmidt,
Michael P. Friedlander,
2013,
SIAM J. Sci. Comput..
Mark W. Schmidt,
Nicolas Le Roux,
Francis R. Bach,
2012,
NIPS.
Mark W. Schmidt,
Michael P. Friedlander,
M. Friedlander,
2011,
SIAM J. Sci. Comput..
Mark W. Schmidt,
Nicolas Le Roux,
Francis R. Bach,
2011,
NIPS.
Mark W. Schmidt,
Issam H. Laradji,
Julie Nutini,
2016,
UAI.
Mark W. Schmidt,
Warren Hare,
Julie Nutini,
2017,
Optim. Lett..
Mark W. Schmidt,
Francis Bach,
Sharan Vaswani,
2018,
AISTATS.
Mark W. Schmidt,
Karteek Alahari,
Alahari Karteek,
2011,
UAI.
Mark W. Schmidt,
Mohamed Osama Ahmed,
Scott Sallinen,
2015,
NIPS.
Mark W. Schmidt,
S. V. N. Vishwanathan,
Kevin P. Murphy,
2006,
ICML.
Mark W. Schmidt,
Mohammad Emtiyaz Khan,
Masashi Sugiyama,
2015,
UAI.
Mark W. Schmidt,
Chi-Hoon Lee,
Russell Greiner,
2005,
CVBIA.
Mark W. Schmidt,
Kevin P. Murphy,
Michael P. Friedlander,
2009,
AISTATS.
Mark W. Schmidt,
Kevin P. Murphy,
Benjamin M. Marlin,
2009,
UAI.
Generalized Fast Approximate Energy Minimization via Graph Cuts: Alpha-Expansion Beta-Shrink Moves
pdf
Mark W. Schmidt,
Karteek Alahari,
Alahari Karteek,
2011,
ArXiv.
Convergence Rates for Greedy Kaczmarz Algorithms, and Randomized Kaczmarz Rules Using the Orthogonality Graph
pdf
Mark W. Schmidt,
Issam H. Laradji,
Julie Nutini,
2016,
UAI.
Mark W. Schmidt,
Nando de Freitas,
David Poole,
2012,
AISTATS.
Mark W. Schmidt,
Michael P. Friedlander,
Issam H. Laradji,
2015,
ICML.
Mark W. Schmidt,
Martin Jaggi,
Simon Lacoste-Julien,
2012,
ICML.
Mark W. Schmidt,
Russell Greiner,
Ilya Levner,
2005,
Fourth International Conference on Machine Learning and Applications (ICMLA'05).
Aaron Mishkin,
Mark W. Schmidt,
Issam H. Laradji,
2019,
NeurIPS.
Mark W. Schmidt,
K. Murphy,
E. Berg,
2008
.
Mark W. Schmidt,
Nicolas Le Roux,
2013,
1308.6370.
Mark W. Schmidt,
2009
.
Mark W. Schmidt,
H. Karimi,
J. Nutini,
2018
.
Mark W. Schmidt,
H. Karimi,
2015
.
Mark W. Schmidt,
M. Friedlander,
T. Leeuwen,
2011
.
Mark W. Schmidt,
2014
.
Mark W. Schmidt,
Issam H. Laradji,
J. Nutini,
2017
.
Mark W. Schmidt,
Issam H. Laradji,
J. Nutini,
2017,
1712.08859.
James J. Little,
Mark W. Schmidt,
Alireza Shafaei,
2016,
BMVC.
Mark W. Schmidt,
Mark Schmidt,
2010
.
Mark W. Schmidt,
2011
.
Mark W. Schmidt,
Frank D. Wood,
Mark Schmidt,
2017,
ICLR.
Mark W. Schmidt,
Julie Nutini Ubc,
Behrooz Sepehry Ubc,
2015
.
Adaptive Gradient Methods Converge Faster with Over-Parameterization (and you can do a line-search)
pdf
Frederik Kunstner,
Mark W. Schmidt,
Issam H. Laradji,
2020,
ArXiv.
Mark W. Schmidt,
Issam H. Laradji,
S. Lacoste-Julien,
2019,
NeurIPS.
Mark W. Schmidt,
Mark Schmidt,
2005
.
Mark W. Schmidt,
J. Nutini,
Yifan Sun,
2019
.
Mark W. Schmidt,
Issam H. Laradji,
J. Nutini,
2017,
1712.08859.
Mark W. Schmidt,
Issam H. Laradji,
J. Nutini,
2017,
1712.08859.
Mark W. Schmidt,
Raunak Kumar,
Frederik Kunstner,
2022
.
Mark W. Schmidt,
Mark Schmidt,
Erik Winfree,
2017,
DNA.
Mark W. Schmidt,
Erik Winfree,
Anne Condon,
2021,
2101.03657.
Mark W. Schmidt,
Raunak Kumar,
Frederik Kunstner,
2020,
AISTATS.
Mark W. Schmidt,
Mohammad Emtiyaz Khan,
Wu Lin,
2019,
ArXiv.
Mark W. Schmidt,
Francis Bach,
Robert M. Gower,
2020,
Proceedings of the IEEE.
James J. Little,
Mark W. Schmidt,
Alireza Shafaei,
2018,
ArXiv.
Mark W. Schmidt,
Mark Schmidt,
Mohamed Osama Ahmed,
2018,
Machine Learning.
Mark W. Schmidt,
M. E. Khan,
F. Nielsen,
2021,
ICML.
Mark W. Schmidt,
Frank D. Wood,
A. Scibior,
2020,
ICML.
Mark W. Schmidt,
Frederik Kunstner,
Jacques Chen,
2023,
ICLR.
Mark W. Schmidt,
Mark Schmidt,
Mehrdad Ghadiri,
2019,
AISTATS.
Mark W. Schmidt,
Mohamed Osama Ahmed,
Bobak Shahriari,
2016
.
James J. Little,
Mark W. Schmidt,
Alireza Shafaei,
2018,
BMVC.
Mark W. Schmidt,
Mark Schmidt,
Tian Qi Chen,
2016,
ArXiv.
Mark W. Schmidt,
Christos Thrampoulidis,
Chen Fan,
2023,
arXiv.org.
Mark W. Schmidt,
Issam H. Laradji,
Pedro H. O. Pinheiro,
2020,
2020 IEEE International Conference on Image Processing (ICIP).
Mark W. Schmidt,
Reza Babanezhad,
Sharan Vaswani,
2021,
Machine Learning.
Mark W. Schmidt,
Nicolas Le Roux,
Sharan Vaswani,
2023,
ICML.
Mark W. Schmidt,
S. Lacoste-Julien,
Sharan Vaswani,
2019,
AISTATS.
Mark W. Schmidt,
Sharan Vaswani,
J. W. Lavington,
2022,
CoLLAs.
Zheng Wen,
Mark W. Schmidt,
Mark Schmidt,
2018,
ArXiv.
Vladimir Pavlovic,
Mark W. Schmidt,
Mark Schmidt,
2019,
2019 International Joint Conference on Neural Networks (IJCNN).
Mark W. Schmidt,
Victor S. Portella,
Frederik Kunstner,
2023,
ArXiv.
Mark W. Schmidt,
H. Rauhut,
Leonardo Galli,
2023,
ArXiv.
Mark W. Schmidt,
Yifan Sun,
Julie Nutini,
2019,
AISTATS.
Mark W. Schmidt,
Christos Thrampoulidis,
Chen Fan,
2023,
arXiv.org.
Mark W. Schmidt,
Jennifer She,
Aaron Mishkin,
2023,
ArXiv.
Mark W. Schmidt,
Nicholas J. A. Harvey,
Victor S. Portella,
2020,
NeurIPS.
Laks V. S. Lakshmanan,
Zheng Wen,
Mark W. Schmidt,
2017,
ICML.
Mark W. Schmidt,
M. E. Khan,
Wu Lin,
2020,
ICML.
Mark W. Schmidt,
Suvrit Sra,
Mark Schmidt,
2011
.
Mark W. Schmidt,
M. E. Khan,
M. Leok,
2023,
International Conference on Machine Learning.
Frank Nielsen,
Mark W. Schmidt,
Wu Lin,
2021,
ArXiv.
Mark W. Schmidt,
Mark Schmidt,
2006
.
Mark W. Schmidt,
Erik Winfree,
Anne Condon,
2019,
DNA.
Mark W. Schmidt,
Alireza Shafaei,
Mark Schmidt,
2018,
ECML/PKDD.
Mark W. Schmidt,
Alireza Shafaei,
Reza Babanezhad,
2018
.