| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Elad Hazan, Sham Kakade |
(weak) Calibration is Computationally Hard  |
CoRR  |
2012 |
DBLP BibTeX RDF |
|
| 1 | Ruslan Salakhutdinov, Sham M. Kakade, Dean P. Foster |
Domain Adaptation: A Small Sample Statistical Approach. |
Journal of Machine Learning Research - Proceedings Track |
2012 |
DBLP BibTeX RDF |
|
| 1 | Animashree Anandkumar, Daniel Hsu, Sham M. Kakade |
A Method of Moments for Mixture Models and Hidden Markov Models |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Animashree Anandkumar, Dean P. Foster, Daniel Hsu, Sham M. Kakade, Yi-Kai Liu |
Two SVDs Suffice: Spectral decompositions for probabilistic topic modeling and latent Dirichlet allocation |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Animashree Anandkumar, Daniel Hsu, Sham M. Kakade |
Learning High-Dimensional Mixtures of Graphical Models |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Sébastien Bubeck, Nicolò Cesa-Bianchi, Sham M. Kakade |
Towards minimax policies for online linear optimization with bandit feedback |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Niranjan Srinivas, Andreas Krause, Sham M. Kakade, Matthias W. Seeger |
Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting. |
IEEE Transactions on Information Theory |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | John Blitzer, Sham Kakade, Dean P. Foster |
Domain Adaptation with Coupled Subspaces. |
Journal of Machine Learning Research - Proceedings Track |
2011 |
DBLP BibTeX RDF |
|
| 1 | Nicolò Cesa-Bianchi, Sham Kakade |
An Optimal Algorithm for Linear Bandits |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Sham Kakade, Adam Tauman Kalai, Varun Kanade, Ohad Shamir |
Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Sham M. Kakade, Ulrike von Luxburg |
Preface. |
Journal of Machine Learning Research - Proceedings Track |
2011 |
DBLP BibTeX RDF |
|
| 1 | Dean P. Foster, Sham M. Kakade, Ruslan Salakhutdinov |
Domain Adaptation: Overfitting and Small Sample Statistics |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Daniel Hsu, Sham M. Kakade, Tong Zhang |
A tail inequality for quadratic forms of subgaussian random vectors |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Alekh Agarwal, Dean P. Foster, Daniel Hsu, Sham M. Kakade, Alexander Rakhlin |
Stochastic convex optimization with bandit feedback |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Animashree Anandkumar, Kamalika Chaudhuri, Daniel Hsu, Sham M. Kakade, Le Song, Tong Zhang |
Spectral Methods for Learning Multivariate Latent Tree Structure |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Daniel Hsu, Sham M. Kakade, Tong Zhang |
An Analysis of Random Design Linear Regression |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Sham M. Kakade, Ilan Lobel, Hamid Nazerzadeh |
Optimal dynamic mechanism design via a virtual VCG mechanism. |
SIGecom Exchanges |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniel Hsu, Sham M. Kakade, Tong Zhang |
Robust Matrix Decomposition With Sparse Corruptions. |
IEEE Transactions on Information Theory |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Sham M. Kakade, Ulrike von Luxburg (eds.) |
COLT 2011 - The 24th Annual Conference on Learning Theory, June 9-11, 2011, Budapest, Hungary |
COLT |
2011 |
DBLP BibTeX RDF |
|
| 1 | Sham M. Kakade, Adam Kalai, Varun Kanade, Ohad Shamir |
Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Animashree Anandkumar, Kamalika Chaudhuri, Daniel Hsu, Sham M. Kakade, Le Song, Tong Zhang |
Spectral Methods for Learning Multivariate Latent Tree Structure. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Alekh Agarwal, Dean P. Foster, Daniel Hsu, Sham M. Kakade, Alexander Rakhlin |
Stochastic convex optimization with bandit feedback. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Sham Kakade, Ohad Shamir, Karthik Sindharan, Ambuj Tewari |
Learning Exponential Families in High-Dimensions: Strong Convexity and Sparsity. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Sham Kakade, Ping Li |
Guest editorial: special issue on learning theory. |
Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Niranjan Srinivas, Andreas Krause, Sham Kakade, Matthias Seeger |
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design. |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | Alexander L. Strehl, John Langford, Lihong Li, Sham Kakade |
Learning from Logged Implicit Exploration Data. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Daniel Hsu, Sham M. Kakade, Tong Zhang |
Robust Matrix Decomposition with Outliers |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Alexander L. Strehl, John Langford, Sham M. Kakade |
Learning from Logged Implicit Exploration Data |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Sham M. Kakade, Ilan Lobel, Hamid Nazerzadeh |
An Optimal Dynamic Mechanism for Multi-Armed Bandit Processes |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Daniel Hsu, Sham Kakade, John Langford, Tong Zhang |
Multi-Label Prediction via Compressed Sensing. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Eyal Even-Dar, Sham M. Kakade, Yishay Mansour |
Online Markov Decision Processes. |
Math. Oper. Res. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Sham M. Kakade, Ohad Shamir, Karthik Sridharan, Ambuj Tewari |
Learning Exponential Families in High-Dimensions: Strong Convexity and Sparsity |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Niranjan Srinivas, Andreas Krause, Sham M. Kakade, Matthias Seeger |
Gaussian Process Bandits without Regret: An Experimental Design Approach |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Sham M. Kakade, Shai Shalev-Shwartz, Ambuj Tewari |
Applications of strong convexity--strong smoothness duality to learning with matrices |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Daniel Hsu, Sham M. Kakade, John Langford, Tong Zhang |
Multi-Label Prediction via Compressed Sensing |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Sham M. Kakade, Adam Tauman Kalai, Katrina Ligett |
Playing Games with Approximation Algorithms. |
SIAM J. Comput. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Kamalika Chaudhuri, Sham M. Kakade, Karen Livescu, Karthik Sridharan |
Multi-view clustering via canonical correlation analysis. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Nikhil R. Devanur, Sham M. Kakade |
The price of truthfulness for pay-per-click auctions. |
ACM Conference on Electronic Commerce |
2009 |
DBLP DOI BibTeX RDF |
regret, auction, online, truthful, multi-armed bandit, pay-per-click |
| 1 | Daniel Hsu, Sham M. Kakade, Tong Zhang |
A Spectral Algorithm for Learning Hidden Markov Models. |
COLT |
2009 |
DBLP BibTeX RDF |
|
| 1 | Peter L. Bartlett, Varsha Dani, Thomas P. Hayes, Sham Kakade, Alexander Rakhlin, Ambuj Tewari |
High-Probability Regret Bounds for Bandit Online Linear Optimization. |
COLT |
2008 |
DBLP BibTeX RDF |
|
| 1 | Daniel Hsu, Sham M. Kakade, Tong Zhang |
A Spectral Algorithm for Learning Hidden Markov Models |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Sham M. Kakade, Dean P. Foster |
Deterministic calibration and Nash equilibrium. |
J. Comput. Syst. Sci. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Matthias W. Seeger, Sham M. Kakade, Dean P. Foster |
Information Consistency of Nonparametric Gaussian Process Methods. |
IEEE Transactions on Information Theory |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Sham M. Kakade, Shai Shalev-Shwartz, Ambuj Tewari |
Efficient bandit algorithms for online multiclass prediction. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Varsha Dani, Thomas P. Hayes, Sham M. Kakade |
Stochastic Linear Optimization under Bandit Feedback. |
COLT |
2008 |
DBLP BibTeX RDF |
|
| 1 | Karthik Sridharan, Sham M. Kakade |
An Information Theoretic Framework for Multi-view Learning. |
COLT |
2008 |
DBLP BibTeX RDF |
|
| 1 | Sham M. Kakade, Karthik Sridharan, Ambuj Tewari |
On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Shai Shalev-Shwartz, Sham M. Kakade |
Mind the Duality Gap: Logarithmic regret algorithms for online optimization. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Sham M. Kakade, Ambuj Tewari |
On the Generalization Ability of Online Strongly Convex Programming Algorithms. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Deva Ramanan, Simon Baker, Sham Kakade |
Leveragingarchivalvideo for building face datasets. |
ICCV |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Varsha Dani, Thomas P. Hayes, Sham Kakade |
The Price of Bandit Information for Online Optimization. |
NIPS |
2007 |
DBLP BibTeX RDF |
|
| 1 | Luis E. Ortiz, Robert E. Schapire, Sham M. Kakade |
Maximum Entropy Correlated Equilibria. |
Journal of Machine Learning Research - Proceedings Track |
2007 |
DBLP BibTeX RDF |
|
| 1 | Eyal Even-Dar, Sham M. Kakade, Yishay Mansour |
The Value of Observation for Monitoring Dynamic Systems. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Sham M. Kakade, Dean P. Foster |
Multi-view Regression Via Canonical Correlation Analysis. |
COLT |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Sham M. Kakade, Adam Tauman Kalai, Katrina Ligett |
Playing games with approximation algorithms. |
STOC |
2007 |
DBLP DOI BibTeX RDF |
online linear optimization, approximation algorithms, regret minimization |
| 1 | Alina Beygelzimer, Sham Kakade, John Langford |
Cover trees for nearest neighbor. |
ICML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Eyal Even-Dar, Sham M. Kakade, Michael Kearns, Yishay Mansour |
(In)Stability properties of limit order dynamics. |
ACM Conference on Electronic Commerce |
2006 |
DBLP DOI BibTeX RDF |
computational finance, market microstructure |
| 1 | Eyal Even-Dar, Sham M. Kakade, Yishay Mansour |
Reinforcement Learning in POMDPs Without Resets. |
IJCAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Eyal Even-Dar, Sham M. Kakade, Yishay Mansour |
Planning in POMDPs Using Multiplicity Automata. |
UAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Sham M. Kakade, Michael J. Kearns |
Trading in Markovian Price Models. |
COLT |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Sham M. Kakade, Matthias Seeger, Dean P. Foster |
Worst-Case Bounds for Gaussian Process Models. |
NIPS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Sham M. Kakade, Adam Kalai |
From Batch to Transductive Online Learning. |
NIPS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Sham Kakade, Michael J. Kearns, Yishay Mansour, Luis E. Ortiz |
Competitive algorithms for VWAP and limit order trading. |
ACM Conference on Electronic Commerce |
2004 |
DBLP DOI BibTeX RDF |
online trading, vwap, competitive analysis |
| 1 | Sham Kakade, Michael J. Kearns, Luis E. Ortiz |
Graphical Economics. |
COLT |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Sham Kakade, Dean P. Foster |
Deterministic Calibration and Nash Equilibrium. |
COLT |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Sham M. Kakade, Andrew Y. Ng |
Online Bounds for Bayesian Algorithms. |
NIPS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Eyal Even-Dar, Sham M. Kakade, Yishay Mansour |
Experts in a Markov Decision Process. |
NIPS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Sham M. Kakade, Michael J. Kearns, Luis E. Ortiz, Robin Pemantle, Siddharth Suri |
Economic Properties of Social Networks. |
NIPS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Sham Kakade, Michael J. Kearns, John Langford |
Exploration in Metric State Spaces. |
ICML |
2003 |
DBLP BibTeX RDF |
|
| 1 | Sham Kakade, Michael J. Kearns, John Langford, Luis E. Ortiz |
Correlated equilibria in graphical games. |
ACM Conference on Electronic Commerce |
2003 |
DBLP DOI BibTeX RDF |
correlated equilibria, game theory, graphical models, graphical games |
| 1 | J. Andrew Bagnell, Sham Kakade, Andrew Y. Ng, Jeff G. Schneider |
Policy Search by Dynamic Programming. |
NIPS |
2003 |
DBLP BibTeX RDF |
|
| 1 | Nathaniel D. Daw, Sham Kakade, Peter Dayan |
Opponent interactions between serotonin and dopamine. |
Neural Networks |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Sham Kakade, Peter Dayan |
Dopamine: generalization and bonuses. |
Neural Networks |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Sham Kakade, John Langford |
Approximately Optimal Approximate Reinforcement Learning. |
ICML |
2002 |
DBLP BibTeX RDF |
|
| 1 | John Langford, Martin Zinkevich, Sham Kakade |
Competitive Analysis of the Explore/Exploit Tradeoff. |
ICML |
2002 |
DBLP BibTeX RDF |
|
| 1 | Sham Kakade, Yee Whye Teh, Sam T. Roweis |
An Alternate Objective Function for Markovian Fields. |
ICML |
2002 |
DBLP BibTeX RDF |
|
| 1 | Sham Kakade |
Optimizing Average Reward Using Discounted Rewards. |
COLT/EuroCOLT |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Sham Kakade |
A Natural Policy Gradient. |
NIPS |
2001 |
DBLP BibTeX RDF |
|
| 1 | Peter Dayan, Sham Kakade |
Explaining Away in Weight Space. |
NIPS |
2000 |
DBLP BibTeX RDF |
|
| 1 | Sham Kakade, Peter Dayan |
Dopamine Bonuses. |
NIPS |
2000 |
DBLP BibTeX RDF |
|
| 1 | Sham Kakade, Peter Dayan |
Acquisition in Autoshaping. |
NIPS |
1999 |
DBLP BibTeX RDF |
|
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