-
1
-
-
0000616723
-
Sample mean based index policies with O (log n) regret for the multi-armed bandit problem
-
R. Agrawal Sample mean based index policies with O (log n) regret for the multi-armed bandit problem Adv. Appl. Probab. 27 1995 1054 1078
-
(1995)
Adv. Appl. Probab.
, vol.27
, pp. 1054-1078
-
-
Agrawal, R.1
-
2
-
-
0023450663
-
Asymptotically efficient allocation rules for the multiarmed bandit problem with multiple plays - part II: Markovian rewards
-
V. Anantharam, P. Varaiya, and J. Walrand Asymptotically efficient allocation rules for the multiarmed bandit problem with multiple plays - part I: I.i.d. rewards IEEE Trans. Autom. Control 32 11 1987 977 982 (Pubitemid 18521626)
-
(1987)
IEEE Transactions on Automatic Control
, vol.AC-32
, Issue.11
, pp. 977-982
-
-
Anantharam, V.1
Varaiya, P.2
Walrand, J.3
-
4
-
-
0036568025
-
Finite-time analysis of the multiarmed bandit problem
-
DOI 10.1023/A:1013689704352, Computational Learning Theory
-
P. Auer, N. Cesa-Bianchi, and P. Fischer Finite-time analysis of the multiarmed bandit problem Mach. Learn. 47 2002 235 256 (Pubitemid 34126111)
-
(2002)
Machine Learning
, vol.47
, Issue.2-3
, pp. 235-256
-
-
Auer, P.1
Cesa-Bianchi, N.2
Fischer, P.3
-
5
-
-
78649604206
-
Soylent: A word processor with a crowd inside
-
M.S. Bernstein, G. Little, R.C. Miller, B. Hartmann, M.S. Ackerman, D.R. Karger, D. Crowell, and K. Panovich Soylent: a word processor with a crowd inside Proceedings of the 23rd Annual ACM Symposium on User Interface Software and Technology 2010 313 322
-
(2010)
Proceedings of the 23rd Annual ACM Symposium on User Interface Software and Technology
, pp. 313-322
-
-
Bernstein, M.S.1
Little, G.2
Miller, R.C.3
Hartmann, B.4
Ackerman, M.S.5
Karger, D.R.6
Crowell, D.7
Panovich, K.8
-
6
-
-
84862295780
-
Contextual bandit algorithms with supervised learning guarantees
-
A. Beygelzimer, J. Langford, L. Li, L. Reyzin, and R. Schapire Contextual bandit algorithms with supervised learning guarantees Proceeding of the Fourteenth International Conference on Artificial Intelligence and Statistics 2011 19 26
-
(2011)
Proceeding of the Fourteenth International Conference on Artificial Intelligence and Statistics
, pp. 19-26
-
-
Beygelzimer, A.1
Langford, J.2
Li, L.3
Reyzin, L.4
Schapire, R.5
-
9
-
-
79960092674
-
Galaxy zoo volunteers share pain and glory of research
-
D. Clery Galaxy zoo volunteers share pain and glory of research Science 333 6039 2011 173 175
-
(2011)
Science
, vol.333
, Issue.6039
, pp. 173-175
-
-
Clery, D.1
-
11
-
-
79953645302
-
Crowdsourcing systems on the world-wide web
-
A. Doan, R. Ramakrishnan, and A.Y. Halevy Crowdsourcing systems on the world-wide web Commun. ACM 54 4 2011 86 96
-
(2011)
Commun. ACM
, vol.54
, Issue.4
, pp. 86-96
-
-
Doan, A.1
Ramakrishnan, R.2
Halevy, A.Y.3
-
12
-
-
79959545846
-
Harnessing the crowdsourcing power of social media for disaster relief
-
H. Gao, G. Barbier, and R. Goolsby Harnessing the crowdsourcing power of social media for disaster relief IEEE Intell. Syst. 26 3 2011 10 14
-
(2011)
IEEE Intell. Syst.
, vol.26
, Issue.3
, pp. 10-14
-
-
Gao, H.1
Barbier, G.2
Goolsby, R.3
-
13
-
-
70449097675
-
Multi-armed bandits with metric switching costs
-
S. Albers, A. Marchetti-Spaccamela, Y. Matias, S. Nikoletseas, W. Thomas, Lect. Notes Comput. Sci. Springer Berlin, Heidelberg
-
S. Guha, and K. Munagala Multi-armed bandits with metric switching costs S. Albers, A. Marchetti-Spaccamela, Y. Matias, S. Nikoletseas, W. Thomas, Automata, Languages and Programming Lect. Notes Comput. Sci. vol. 5556 2009 Springer Berlin, Heidelberg 496 507
-
(2009)
Automata, Languages and Programming
, vol.5556 VOL.
, pp. 496-507
-
-
Guha, S.1
Munagala, K.2
-
15
-
-
84947403595
-
Probability inequalities for sums of bounded random variables
-
W. Hoeffding Probability inequalities for sums of bounded random variables J. Am. Stat. Assoc. 58 1963 13 30
-
(1963)
J. Am. Stat. Assoc.
, vol.58
, pp. 13-30
-
-
Hoeffding, W.1
-
17
-
-
77956242658
-
Toward automatic task design: A progress report
-
HCOMP'10
-
E. Huang, H. Zhang, D.C. Parkes, K.Z. Gajos, and Y. Chen Toward automatic task design: a progress report Proceedings of the ACM SIGKDD Workshop on Human Computation HCOMP'10 2010 77 85
-
(2010)
Proceedings of the ACM SIGKDD Workshop on Human Computation
, pp. 77-85
-
-
Huang, E.1
Zhang, H.2
Parkes, D.C.3
Gajos, K.Z.4
Chen, Y.5
-
18
-
-
0027770211
-
Wage inequality and the rise in returns to skill
-
DOI 10.1086/261881
-
C. Juhn, K.M. Murphy, and B. Pierce Wage inequality and the rise in returns to skill J. Polit. Econ. 101 3 1993 410 442 (Pubitemid 24385467)
-
(1993)
Journal of Political Economy
, vol.101
, Issue.3
, pp. 410-442
-
-
Juhn, C.1
Murphy, K.M.2
Pierce, B.3
-
24
-
-
78049407752
-
Using the amazon mechanical turk for transcription of spoken language
-
ICASSP'10
-
M. Marge, S. Banerjee, and A. Rudnicky Using the amazon mechanical turk for transcription of spoken language Proceedings of the 35th International IEEE Conference on Acoustics, Speech, and Signal Processing ICASSP'10 2010 5270 5273
-
(2010)
Proceedings of the 35th International IEEE Conference on Acoustics, Speech, and Signal Processing
, pp. 5270-5273
-
-
Marge, M.1
Banerjee, S.2
Rudnicky, A.3
-
28
-
-
84867294283
-
Priming for better performance in microtask crowdsourcing environments
-
R.R. Morris, M. Dontcheva, and E.M. Gerber Priming for better performance in microtask crowdsourcing environments IEEE Internet Comput. 16 2012 13 19
-
(2012)
IEEE Internet Comput.
, vol.16
, pp. 13-19
-
-
Morris, R.R.1
Dontcheva, M.2
Gerber, E.M.3
-
29
-
-
84966203785
-
Some aspects of the sequential design of experiments
-
H. Robbins Some aspects of the sequential design of experiments Bull. Am. Meteorol. Soc. 55 1952 527 535
-
(1952)
Bull. Am. Meteorol. Soc.
, vol.55
, pp. 527-535
-
-
Robbins, H.1
-
31
-
-
84867323091
-
Analyzing crowd labor and designing incentives for humans in the loop
-
O. Tokarchuk, R. Cuel, and M. Zamarian Analyzing crowd labor and designing incentives for humans in the loop IEEE Internet Comput. 16 5 2012 45 51
-
(2012)
IEEE Internet Comput.
, vol.16
, Issue.5
, pp. 45-51
-
-
Tokarchuk, O.1
Cuel, R.2
Zamarian, M.3
-
32
-
-
84893465912
-
-
Ph.D. thesis University of Southampton, School of Electronics and Computer Science Southampton UK
-
L. Tran-Thanh Budget-limited multi-armed bandits Ph.D. thesis 2012 University of Southampton, School of Electronics and Computer Science Southampton UK
-
(2012)
Budget-limited Multi-armed Bandits
-
-
Tran-Thanh, L.1
-
33
-
-
77958583895
-
Epsilon-first policies for budget-limited multi-armed bandits
-
AAAI 2010
-
L. Tran-Thanh, A. Chapman, J.E.M. de Cote, A. Rogers, and N.R. Jennings Epsilon-first policies for budget-limited multi-armed bandits Proceedings of the 24th Conference on Artificial Intelligence AAAI 2010 2010 1211 1216
-
(2010)
Proceedings of the 24th Conference on Artificial Intelligence
, pp. 1211-1216
-
-
Tran-Thanh, L.1
Chapman, A.2
De Cote, J.E.M.3
Rogers, A.4
Jennings, N.R.5
-
37
-
-
84867482244
-
Obtaining high-quality relevance judgments using crowdsourcing
-
J. Vuurens, and A. de Vries Obtaining high-quality relevance judgments using crowdsourcing IEEE Internet Comput. 16 5 2012 20 27
-
(2012)
IEEE Internet Comput.
, vol.16
, Issue.5
, pp. 20-27
-
-
Vuurens, J.1
De Vries, A.2
-
40
-
-
79953892152
-
Volunteered geographic information and crowdsourcing disaster relief: A case study of the Haitian earthquake
-
M. Zook, M. Graham, T. Shelton, and S. Gorman Volunteered geographic information and crowdsourcing disaster relief: a case study of the Haitian earthquake World Med. Heal. Policy 2 2 2010 7 33
-
(2010)
World Med. Heal. Policy
, vol.2
, Issue.2
, pp. 7-33
-
-
Zook, M.1
Graham, M.2
Shelton, T.3
Gorman, S.4
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