Sham M. Kakade
发表
Sham M. Kakade,
Mengdi Wang,
Lin F. Yang,
2018,
ArXiv.
Sham M. Kakade,
Andrew Y. Ng,
A. Ng,
2004,
NIPS.
Sham M. Kakade,
Karan Singh,
Elad Hazan,
2018,
ICML.
Sham M. Kakade,
Mehran Mesbahi,
Maryam Fazel,
2018,
ICML 2018.
Sham M. Kakade,
Praneeth Netrapalli,
Elad Hazan,
2016,
ICML.
Alexandre M. Bayen,
Pieter Abbeel,
Sham M. Kakade,
2018,
ICLR.
Sham M. Kakade,
Mehran Mesbahi,
Maryam Fazel,
2018,
ICML.
Sham M. Kakade,
Ilan Lobel,
Hamid Nazerzadeh,
2010,
ArXiv.
Sham M. Kakade,
Elad Hazan,
S. Kakade,
2012,
COLT.
Sham M. Kakade,
Karan Singh,
Elad Hazan,
2020,
ALT.
Anima Anandkumar,
Sham M. Kakade,
Daniel J. Hsu,
2012,
COLT.
Prateek Jain,
Sham M. Kakade,
Praneeth Netrapalli,
2018,
2018 Information Theory and Applications Workshop (ITA).
John Langford,
Sham M. Kakade,
Martin Zinkevich,
2002,
ICML.
Zaïd Harchaoui,
Sham M. Kakade,
Venkata Krishna Pillutla,
2019,
IEEE Transactions on Signal Processing.
Sham M. Kakade,
Michael Kearns,
S. Kakade,
2005,
COLT.
Anima Anandkumar,
Sham M. Kakade,
Majid Janzamin,
2013,
J. Mach. Learn. Res..
Anima Anandkumar,
Matus Telgarsky,
Sham M. Kakade,
2015,
ALT.
Anima Anandkumar,
Sham M. Kakade,
Rong Ge,
2013,
J. Mach. Learn. Res..
Sham M. Kakade,
Karthik Sridharan,
S. Kakade,
2008,
COLT.
Sham M. Kakade,
Yi Zhang,
Mark Braverman,
2019,
ICML.
Sham M. Kakade,
Nathaniel D. Daw,
Peter Dayan,
2002,
Neural Networks.
Jeff G. Schneider,
Sham M. Kakade,
Andrew Y. Ng,
2003,
NIPS.
Prateek Jain,
Sham M. Kakade,
Praneeth Netrapalli,
2017,
ArXiv.
Sham M. Kakade,
Emanuel Todorov,
Aravind Rajeswaran,
2017,
NIPS.
Ruosong Wang,
Sham M. Kakade,
Dean P. Foster,
2020,
ICLR.
Sham M. Kakade,
Dean P. Foster,
S. Kakade,
2004,
Journal of computer and system sciences (Print).
Sham M. Kakade,
S. Kakade,
2001,
COLT/EuroCOLT.
Prateek Jain,
Sham M. Kakade,
Praneeth Netrapalli,
2017,
COLT.
Sham M. Kakade,
Jason D. Lee,
Gaurav Mahajan,
2019,
J. Mach. Learn. Res..
Yee Whye Teh,
Sham M. Kakade,
Sam T. Roweis,
2002,
ICML.
Thomas P. Hayes,
Sham M. Kakade,
Varsha Dani,
2008,
COLT.
Sham M. Kakade,
Joshua Blumenstock,
Ramya Korlakai Vinayak,
2019,
WWW 2019.
Lihong Li,
Sham M. Kakade,
Alexander L. Strehl,
2010,
NIPS.
Sham M. Kakade,
S. Kakade,
2001,
NIPS.
Michael I. Jordan,
Sham M. Kakade,
Praneeth Netrapalli,
2019,
ArXiv.
Adam Tauman Kalai,
Sham M. Kakade,
Katrina Ligett,
2009,
SIAM J. Comput..
Sham M. Kakade,
Aaron Sidford,
Rong Ge,
2014,
COLT.
Adam Tauman Kalai,
Sham M. Kakade,
Katrina Ligett,
2007,
STOC '07.
Zaïd Harchaoui,
Sham M. Kakade,
Dean P. Foster,
2017,
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Sham M. Kakade,
S. Kakade,
2003
.
Sham M. Kakade,
Ilan Lobel,
Hamid Nazerzadeh,
2011,
SECO.
Sham M. Kakade,
Tong Zhang,
Daniel J. Hsu,
2011,
ArXiv.
John Langford,
Sham M. Kakade,
Alina Beygelzimer,
2006,
ICML.
Zaïd Harchaoui,
Sham M. Kakade,
Venkata Krishna Pillutla,
2019,
NeurIPS.
Yishay Mansour,
Sham M. Kakade,
Eyal Even-Dar,
2007,
IJCAI.
Yishay Mansour,
Sham M. Kakade,
Eyal Even-Dar,
2009,
Math. Oper. Res..
Sham M. Kakade,
Tong Zhang,
Daniel J. Hsu,
2010,
ArXiv.
Sham M. Kakade,
Tong Zhang,
Daniel J. Hsu,
2011,
IEEE Transactions on Information Theory.
Thomas P. Hayes,
Ambuj Tewari,
Peter L. Bartlett,
2008,
COLT.
Ambuj Tewari,
Sham M. Kakade,
Shai Shalev-Shwartz,
2008,
ICML '08.
Le Song,
Anima Anandkumar,
Sham M. Kakade,
2011,
NIPS.
Ambuj Tewari,
Sham M. Kakade,
Karthik Sridharan,
2008,
NIPS.
Andreas Krause,
Sham M. Kakade,
Matthias W. Seeger,
2009,
ArXiv.
Ambuj Tewari,
Sham M. Kakade,
Shai Shalev-Shwartz,
2009,
ArXiv.
Prateek Jain,
Sham M. Kakade,
Venkata Krishna Pillutla,
2017,
FSTTCS.
John Langford,
Luis E. Ortiz,
Sham M. Kakade,
2003,
EC '03.
Sham M. Kakade,
Ping Li,
2010,
Machine Learning.
Sham M. Kakade,
Tong Zhang,
Daniel J. Hsu,
2012,
ArXiv.
Sham M. Kakade,
Praneeth Netrapalli,
Rong Ge,
2019,
NeurIPS.
Sham M. Kakade,
Kamalika Chaudhuri,
Karthik Sridharan,
2009,
ICML '09.
Sham M. Kakade,
Jason D. Lee,
Gaurav Mahajan,
2019,
COLT.
Anima Anandkumar,
Sham M. Kakade,
Furong Huang,
2012,
NIPS.
Sham M. Kakade,
Jason D. Lee,
S. Kakade,
2018,
NeurIPS.
Sham M. Kakade,
Wei Hu,
Jason D. Lee,
2020,
ICLR.
Sham M. Kakade,
Dean P. Foster,
Matthias W. Seeger,
2008,
IEEE Transactions on Information Theory.
Sham M. Kakade,
Ilan Lobel,
Hamid Nazerzadeh,
2013,
Oper. Res..
Andreas Krause,
Sham M. Kakade,
Matthias W. Seeger,
2009,
IEEE Transactions on Information Theory.
Peter Dayan,
Sham M. Kakade,
S. Kakade,
1999,
NIPS.
Ruslan Salakhutdinov,
Sham M. Kakade,
Dean P. Foster,
2012,
AISTATS.
Vatsal Sharan,
Sham M. Kakade,
Gregory Valiant,
2017,
NIPS.
Prateek Jain,
Sham M. Kakade,
Praneeth Netrapalli,
2015,
AISTATS.
Prateek Jain,
Sham M. Kakade,
Venkata Krishna Pillutla,
2018,
FSTTCS.
Zaïd Harchaoui,
Sham M. Kakade,
John Thickstun,
2016,
ICLR.
Sham M. Kakade,
Aaron Sidford,
Rong Ge,
2015,
ICML.
John Langford,
Sham M. Kakade,
Michael Kearns,
2003,
ICML.
Prateek Jain,
Sham M. Kakade,
Praneeth Netrapalli,
2015,
ArXiv.
Yishay Mansour,
Sham M. Kakade,
Michael Kearns,
2006,
EC '06.
Sham M. Kakade,
Kamalika Chaudhuri,
Sujay Sanghavi,
2015,
NIPS.
Jacob Shapiro,
Sham M. Kakade,
Ramya Korlakai Vinayak,
2019,
WWW.
Sham M. Kakade,
Dean P. Foster,
S. Kakade,
2007,
COLT.
Munther A. Dahleh,
Qingqing Huang,
Sham M. Kakade,
2014,
2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton).
Luis E. Ortiz,
Sham M. Kakade,
Robert E. Schapire,
2007,
AISTATS.
Akshay Krishnamurthy,
Qinghua Liu,
Sham M. Kakade,
2020,
NeurIPS.
Peter Dayan,
Sham M. Kakade,
S. Kakade,
2000,
NIPS.
Sham M. Kakade,
Emanuel Todorov,
Aravind Rajeswaran,
2018,
ICLR.
John Langford,
Sham M. Kakade,
S. Kakade,
2002,
ICML.
Sham M. Kakade,
Karan Singh,
Naman Agarwal,
2019,
ICML.
Sham M. Kakade,
Dean P. Foster,
S. Kakade,
2004,
J. Comput. Syst. Sci..
Ambuj Tewari,
Sham M. Kakade,
S. Kakade,
2008,
NIPS.
Corinne L. Jones,
Sham M. Kakade,
Abraham D. Flaxman,
2016,
ArXiv.
Matching Matrix Bernstein with Little Memory: Near-Optimal Finite Sample Guarantees for Oja's Algorithm
pdf
Prateek Jain,
Sham M. Kakade,
Praneeth Netrapalli,
2016,
ArXiv.
Vatsal Sharan,
Sham M. Kakade,
Percy Liang,
2016,
STOC.
Sergey Levine,
Sham M. Kakade,
Chelsea Finn,
2019,
ICML.
Sham M. Kakade,
Dean P. Foster,
S. Kakade,
2006,
2006 IEEE Information Theory Workshop - ITW '06 Punta del Este.
Sham M. Kakade,
Daniel J. Hsu,
S. Kakade,
2012,
ITCS '13.
Prateek Jain,
Sham M. Kakade,
Praneeth Netrapalli,
2016,
J. Mach. Learn. Res..
Sham M. Kakade,
Dean P. Foster,
Lyle H. Ungar,
2011,
J. Mach. Learn. Res..
Rong Ge,
Sham M. Kakade,
Praneeth Netrapalli,
2018
.
Sham M. Kakade,
Sébastien Bubeck,
Nicolò Cesa-Bianchi,
2012,
COLT.
Nikhil R. Devanur,
Sham M. Kakade,
S. Kakade,
2009,
EC '09.
Qingqing Huang,
Sham M. Kakade,
Rong Ge,
2015,
STOC.
Ruosong Wang,
Sham M. Kakade,
Lin F. Yang,
2020,
ICLR.
Dmitriy Drusvyatskiy,
Sham M. Kakade,
Jason D. Lee,
2018,
Foundations of Computational Mathematics.
Is Long Horizon Reinforcement Learning More Difficult Than Short Horizon Reinforcement Learning?
pdf
Ruosong Wang,
Sham M. Kakade,
Lin F. Yang,
2020,
ArXiv.
Sham M. Kakade,
Praneeth Netrapalli,
Chi Jin,
2016,
NIPS.
Ruslan Salakhutdinov,
Sham M. Kakade,
Dean P. Foster,
2011,
ArXiv.
Prateek Jain,
Sham M. Kakade,
Praneeth Netrapalli,
2016,
ArXiv.
Two SVDs Suffice: Spectral decompositions for probabilistic topic modeling and latent Dirichlet allocation
pdf
Anima Anandkumar,
Sham M. Kakade,
Dean P. Foster,
2012,
NIPS 2012.
Sham M. Kakade,
Tong Zhang,
Daniel J. Hsu,
2011,
ArXiv.
Sham M. Kakade,
Weihao Kong,
Ramya Korlakai Vinayak,
2019,
ArXiv.
Eric Horvitz,
Stefano Tessaro,
Tadayoshi Kohno,
2020,
IEEE Data Eng. Bull..
Prateek Jain,
Sham M. Kakade,
Praneeth Netrapalli,
2016,
COLT.
Sham M. Kakade,
Deva Ramanan,
Simon Baker,
2007,
2007 IEEE 11th International Conference on Computer Vision.
Yin Tat Lee,
Sham M. Kakade,
Praneeth Netrapalli,
2017,
ALT.
Adel Javanmard,
Anima Anandkumar,
Sham M. Kakade,
2012,
ICML.
Anima Anandkumar,
Sham M. Kakade,
Daniel J. Hsu,
2012,
ArXiv.
Adam Tauman Kalai,
Varun Kanade,
Ohad Shamir,
2011,
NIPS.
Thomas P. Hayes,
Sham M. Kakade,
Varsha Dani,
2007,
NIPS.
John Blitzer,
Sham M. Kakade,
Dean P. Foster,
2011,
AISTATS.
Luis E. Ortiz,
Sham M. Kakade,
Michael Kerns,
2005
.
Munther A. Dahleh,
Qingqing Huang,
Sham M. Kakade,
2014,
IEEE Transactions on Signal Processing.
Sham M. Kakade,
Praneeth Netrapalli,
Aaron Sidford,
2016,
ICML.
Yishay Mansour,
Luis E. Ortiz,
Sham M. Kakade,
2004,
EC '04.
Adam Tauman Kalai,
Sham M. Kakade,
S. Kakade,
2005,
NIPS.
Anima Anandkumar,
Matus Telgarsky,
Sham M. Kakade,
2012,
J. Mach. Learn. Res..
Sham M. Kakade,
Shai Shalev-Shwartz,
S. Kakade,
2008,
NIPS.
Qingqing Huang,
Sham M. Kakade,
S. Kakade,
2015,
NIPS.
Sham M. Kakade,
David Belanger,
S. Kakade,
2015,
ICML.
Prateek Jain,
Sham M. Kakade,
Praneeth Netrapalli,
2019,
COLT.
Sham M. Kakade,
Dean P. Foster,
Matthias W. Seeger,
2005,
NIPS.
Sham M. Kakade,
Lin F. Yang,
Kaiqing Zhang,
2020,
NeurIPS.
Ruosong Wang,
Sham M. Kakade,
Lin F. Yang,
2020,
NeurIPS.
Luis E. Ortiz,
Sham M. Kakade,
Michael Kearns,
2004,
COLT.
Anima Anandkumar,
Sham M. Kakade,
Dean P. Foster,
2012,
Algorithmica.
Anima Anandkumar,
Sham M. Kakade,
Rong Ge,
2013,
COLT.
Sham M. Kakade,
Gregory Valiant,
Weihao Kong,
2019,
ICML.
Qingqing Huang,
Sham M. Kakade,
Gregory Valiant,
2016,
ITCS.
Peter Dayan,
Sham M. Kakade,
S. Kakade,
2002,
Neural Networks.
Luis E. Ortiz,
Sham M. Kakade,
Robin Pemantle,
2004,
NIPS.
Yishay Mansour,
Sham M. Kakade,
Eyal Even-Dar,
2004,
NIPS.
Michael I. Jordan,
Sham M. Kakade,
Praneeth Netrapalli,
2019,
J. ACM.
Le Song,
Nikos Karampatziakis,
Sham M. Kakade,
2013,
ICML.
Adel Javanmard,
Sham M. Kakade,
Daniel J. Hsu,
2012,
1209.5350.
Robust Shift-and-Invert Preconditioning: Faster and More Sample Efficient Algorithms for Eigenvector Computation
pdf
Sham M. Kakade,
Praneeth Netrapalli,
Aaron Sidford,
2015,
ArXiv.
Ambuj Tewari,
Ohad Shamir,
Sham M. Kakade,
2009,
AISTATS.
John Langford,
Sham M. Kakade,
Tong Zhang,
2009,
NIPS.
Sham M. Kakade,
Dean P. Foster,
Alekh Agarwal,
2011,
SIAM J. Optim..
Sham M. Kakade,
Percy Liang,
Daniel J. Hsu,
2012,
NIPS.
Ambuj Tewari,
Sham M. Kakade,
Shai Shalev-Shwartz,
2009,
J. Mach. Learn. Res..
Michael I. Jordan,
Sham M. Kakade,
Praneeth Netrapalli,
2019,
ArXiv.
Sham M. Kakade,
Daniel J. Hsu,
S. Kakade,
2012,
arXiv.org.
Sham M. Kakade,
Tong Zhang,
Daniel J. Hsu,
2011,
ArXiv.
Peter Dayan,
Sham M. Kakade,
S. Kakade,
2000,
NIPS.
Sham M. Kakade,
Tong Zhang,
Daniel J. Hsu,
2008,
J. Comput. Syst. Sci..
Zaïd Harchaoui,
Sham M. Kakade,
Dean P. Foster,
2018,
ISMIR.
Michael I. Jordan,
Sham M. Kakade,
Praneeth Netrapalli,
2017,
ICML.
Sham M. Kakade,
Alexander Rakhlin,
Dylan J. Foster,
2021,
ArXiv.
Vladimir Braverman,
Sham M. Kakade,
Quanquan Gu,
2021,
COLT.
Sham M. Kakade,
Qi Lei,
Baihe Huang,
2021,
NeurIPS.
Vladimir Braverman,
Sham M. Kakade,
Dean P. Foster,
2021,
ArXiv.
Sham M. Kakade,
Qi Lei,
Jason D. Lee,
2021,
ArXiv.
Vladimir Braverman,
Sham M. Kakade,
Quanquan Gu,
2021,
ArXiv.
Ruosong Wang,
Ruslan Salakhutdinov,
Sham M. Kakade,
2021,
ICML.
Sham M. Kakade,
Qi Lei,
Baihe Huang,
2021,
NeurIPS.
Sham M. Kakade,
Yuanhao Wang,
Ruosong Wang,
2021,
NeurIPS.
Shachar Lovett,
Sham M. Kakade,
Simon S. Du,
2021,
ICML.
Ambuj Tewari,
Sham M. Kakade,
S. Kakade,
2008
.
Sham M. Kakade,
Dean P. Foster,
Dean Phillips Foster,
2008
.
Sham M. Kakade,
Tong Zhang,
Daniel J. Hsu,
2012,
COLT.