Sham Kakade
List of publications from the DBLP Bibliography Server - FAQ
2009 | ||
---|---|---|
42 | EE | Daniel Hsu, Sham M. Kakade, John Langford, Tong Zhang: Multi-Label Prediction via Compressed Sensing CoRR abs/0902.1284: (2009) |
2008 | ||
41 | EE | 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: 335-342 |
40 | EE | Varsha Dani, Thomas P. Hayes, Sham M. Kakade: Stochastic Linear Optimization under Bandit Feedback. COLT 2008: 355-366 |
39 | EE | Karthik Sridharan, Sham M. Kakade: An Information Theoretic Framework for Multi-view Learning. COLT 2008: 403-414 |
38 | EE | Sham M. Kakade, Shai Shalev-Shwartz, Ambuj Tewari: Efficient bandit algorithms for online multiclass prediction. ICML 2008: 440-447 |
37 | EE | Shai Shalev-Shwartz, Sham M. Kakade: Mind the Duality Gap: Logarithmic regret algorithms for online optimization. NIPS 2008: 1457-1464 |
36 | EE | Sham M. Kakade, Karthik Sridharan, Ambuj Tewari: On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization. NIPS 2008: 793-800 |
35 | EE | Sham M. Kakade, Ambuj Tewari: On the Generalization Ability of Online Strongly Convex Programming Algorithms. NIPS 2008: 801-808 |
34 | EE | Daniel Hsu, Sham M. Kakade, Tong Zhang: A Spectral Algorithm for Learning Hidden Markov Models CoRR abs/0811.4413: (2008) |
33 | EE | Matthias W. Seeger, Sham M. Kakade, Dean P. Foster: Information Consistency of Nonparametric Gaussian Process Methods. IEEE Transactions on Information Theory 54(5): 2376-2382 (2008) |
32 | EE | Sham M. Kakade, Dean P. Foster: Deterministic calibration and Nash equilibrium. J. Comput. Syst. Sci. 74(1): 115-130 (2008) |
2007 | ||
31 | EE | Sham M. Kakade, Dean P. Foster: Multi-view Regression Via Canonical Correlation Analysis. COLT 2007: 82-96 |
30 | EE | Deva Ramanan, Simon Baker, Sham Kakade: Leveragingarchivalvideo for building face datasets. ICCV 2007: 1-8 |
29 | EE | Eyal Even-Dar, Sham M. Kakade, Yishay Mansour: The Value of Observation for Monitoring Dynamic Systems. IJCAI 2007: 2474-2479 |
28 | EE | Varsha Dani, Thomas P. Hayes, Sham Kakade: The Price of Bandit Information for Online Optimization. NIPS 2007 |
27 | EE | Sham M. Kakade, Adam Tauman Kalai, Katrina Ligett: Playing games with approximation algorithms. STOC 2007: 546-555 |
2006 | ||
26 | EE | Eyal Even-Dar, Sham M. Kakade, Michael S. Kearns, Yishay Mansour: (In)Stability properties of limit order dynamics. ACM Conference on Electronic Commerce 2006: 120-129 |
25 | EE | Alina Beygelzimer, Sham Kakade, John Langford: Cover trees for nearest neighbor. ICML 2006: 97-104 |
2005 | ||
24 | EE | Sham M. Kakade, Michael J. Kearns: Trading in Markovian Price Models. COLT 2005: 606-620 |
23 | EE | Eyal Even-Dar, Sham M. Kakade, Yishay Mansour: Reinforcement Learning in POMDPs Without Resets. IJCAI 2005: 690-695 |
22 | EE | Sham M. Kakade, Adam Kalai: From Batch to Transductive Online Learning. NIPS 2005 |
21 | EE | Sham M. Kakade, Matthias Seeger, Dean P. Foster: Worst-Case Bounds for Gaussian Process Models. NIPS 2005 |
20 | EE | Eyal Even-Dar, Sham M. Kakade, Yishay Mansour: Planning in POMDPs Using Multiplicity Automata. UAI 2005: 185-192 |
2004 | ||
19 | EE | Sham Kakade, Michael J. Kearns, Yishay Mansour, Luis E. Ortiz: Competitive algorithms for VWAP and limit order trading. ACM Conference on Electronic Commerce 2004: 189-198 |
18 | EE | Sham Kakade, Michael J. Kearns, Luis E. Ortiz: Graphical Economics. COLT 2004: 17-32 |
17 | EE | Sham Kakade, Dean P. Foster: Deterministic Calibration and Nash Equilibrium. COLT 2004: 33-48 |
16 | EE | Sham M. Kakade, Michael J. Kearns, Luis E. Ortiz, Robin Pemantle, Siddharth Suri: Economic Properties of Social Networks. NIPS 2004 |
15 | EE | Eyal Even-Dar, Sham M. Kakade, Yishay Mansour: Experts in a Markov Decision Process. NIPS 2004 |
14 | EE | Sham M. Kakade, Andrew Y. Ng: Online Bounds for Bayesian Algorithms. NIPS 2004 |
2003 | ||
13 | EE | Sham Kakade, Michael J. Kearns, John Langford, Luis E. Ortiz: Correlated equilibria in graphical games. ACM Conference on Electronic Commerce 2003: 42-47 |
12 | Sham Kakade, Michael J. Kearns, John Langford: Exploration in Metric State Spaces. ICML 2003: 306-312 | |
11 | EE | J. Andrew Bagnell, Sham Kakade, Andrew Y. Ng, Jeff G. Schneider: Policy Search by Dynamic Programming. NIPS 2003 |
2002 | ||
10 | Sham Kakade, John Langford: Approximately Optimal Approximate Reinforcement Learning. ICML 2002: 267-274 | |
9 | Sham Kakade, Yee Whye Teh, Sam T. Roweis: An Alternate Objective Function for Markovian Fields. ICML 2002: 275-282 | |
8 | John Langford, Martin Zinkevich, Sham Kakade: Competitive Analysis of the Explore/Exploit Tradeoff. ICML 2002: 339-346 | |
7 | EE | Sham Kakade, Peter Dayan: Dopamine: generalization and bonuses. Neural Networks 15(4-6): 549-559 (2002) |
6 | EE | Nathaniel D. Daw, Sham Kakade, Peter Dayan: Opponent interactions between serotonin and dopamine. Neural Networks 15(4-6): 603-616 (2002) |
2001 | ||
5 | EE | Sham Kakade: Optimizing Average Reward Using Discounted Rewards. COLT/EuroCOLT 2001: 605-615 |
4 | EE | Sham Kakade: A Natural Policy Gradient. NIPS 2001: 1531-1538 |
2000 | ||
3 | Sham Kakade, Peter Dayan: Dopamine Bonuses. NIPS 2000: 131-137 | |
2 | Peter Dayan, Sham Kakade: Explaining Away in Weight Space. NIPS 2000: 451-457 | |
1999 | ||
1 | EE | Sham Kakade, Peter Dayan: Acquisition in Autoshaping. NIPS 1999: 24-30 |
1 | J. Andrew Bagnell | [11] |
2 | Simon Baker | [30] |
3 | Peter L. Bartlett | [41] |
4 | Alina Beygelzimer | [25] |
5 | Varsha Dani | [28] [40] [41] |
6 | Nathaniel D. Daw | [6] |
7 | Peter Dayan | [1] [2] [3] [6] [7] |
8 | Eyal Even-Dar | [15] [20] [23] [26] [29] |
9 | Dean P. Foster | [17] [21] [31] [32] [33] |
10 | Thomas P. Hayes | [28] [40] [41] |
11 | Daniel Hsu | [34] [42] |
12 | Adam Tauman Kalai (Adam Kalai) | [22] [27] |
13 | Michael J. Kearns | [12] [13] [16] [18] [19] [24] |
14 | Michael S. Kearns | [26] |
15 | John Langford | [8] [10] [12] [13] [25] [42] |
16 | Katrina Ligett | [27] |
17 | Yishay Mansour | [15] [19] [20] [23] [26] [29] |
18 | Andrew Y. Ng | [11] [14] |
19 | Luis E. Ortiz | [13] [16] [18] [19] |
20 | Robin Pemantle | [16] |
21 | Alexander Rakhlin | [41] |
22 | Deva Ramanan | [30] |
23 | Sam T. Roweis | [9] |
24 | Jeff G. Schneider | [11] |
25 | Matthias Seeger | [21] |
26 | Matthias W. Seeger | [33] |
27 | Shai Shalev-Shwartz | [37] [38] |
28 | Karthik Sridharan | [36] [39] |
29 | Siddharth Suri | [16] |
30 | Yee Whye Teh | [9] |
31 | Ambuj Tewari | [35] [36] [38] [41] |
32 | Tong Zhang | [34] [42] |
33 | Martin Zinkevich | [8] |