-
1
-
-
84926078662
-
-
Cambridge, U.K.: Cambridge Univ. Press
-
N. Cesa-Bianchi and G. Lugosi, Prediction, Learning, and Games. Cambridge, U.K.: Cambridge Univ. Press, 2006.
-
(2006)
Prediction, Learning, and Games
-
-
Cesa-Bianchi, N.1
Lugosi, G.2
-
2
-
-
0001153192
-
Coding for a binary independent piecewise-identically-distributed source
-
PII S0018944896068903
-
F. M. J. Willems, "Coding for a binary independent piecewise-identically- distributed source," IEEE Trans. Inf. Theory, vol. 42, no. 6, pp. 2210-2217, Nov. 1996. (Pubitemid 126771547)
-
(1996)
IEEE Transactions on Information Theory
, vol.42
, Issue.6 PART 2
, pp. 2210-2217
-
-
Willems, F.M.J.1
-
3
-
-
0032628233
-
Low-complexity sequential lossless coding for piecewise-stationary memoryless sources
-
Jul
-
G. I. Shamir and N. Merhav, "Low-complexity sequential lossless coding for piecewise-stationary memoryless sources," IEEE Trans. Inf. Theory, vol. 45, no. 5, pp. 1498-1519, Jul. 1999.
-
(1999)
IEEE Trans. Inf. Theory
, vol.45
, Issue.5
, pp. 1498-1519
-
-
Shamir, G.I.1
Merhav, N.2
-
4
-
-
0032137328
-
Tracking the best expert
-
DOI 10.1023/A:1007424614876
-
M. Herbster and M. K. Warmuth, "Tracking the best expert," Mach. Learn., vol. 32, no. 2, pp. 151-178, 1998. (Pubitemid 40626079)
-
(1998)
Machine Learning
, vol.32
, Issue.2
, pp. 151-178
-
-
Herbster, M.1
Warmuth, M.K.2
-
5
-
-
0032652062
-
Derandomizing stochastic prediction strategies
-
Jun
-
V. Vovk, "Derandomizing stochastic prediction strategies," Mach. Learn., vol. 35, no. 3, pp. 247-282, Jun. 1999.
-
(1999)
Mach. Learn.
, vol.35
, Issue.3
, pp. 247-282
-
-
Vovk, V.1
-
6
-
-
78249283852
-
Combining expert advice efficiently
-
Helsinki, Finland, Jul.
-
W. Koolen and S. de Rooij, "Combining expert advice efficiently," in Proc. 21st Annu. Conf. Learn. Theory, Helsinki, Finland, Jul. 2008, pp. 275-286.
-
(2008)
Proc. 21st Annu. Conf. Learn. Theory
, pp. 275-286
-
-
Koolen, W.1
De Rooij, S.2
-
7
-
-
17644375362
-
Online learning of non-stationary sequences
-
S. Thrun, L. Saul, and B. Schölkopf, Eds. Cambridge, MA: MIT Press
-
C. Monteleoni and T. S. Jaakkola, "Online learning of non-stationary sequences," in Advances in Neural Information Processing Systems, S. Thrun, L. Saul, and B. Schölkopf, Eds. Cambridge, MA: MIT Press, 2004, vol. 16.
-
(2004)
Advances in Neural Information Processing Systems
, vol.16
-
-
Monteleoni, C.1
Jaakkola, T.S.2
-
8
-
-
84862271345
-
Learning the switching rate by discretising Bernoulli sources online
-
Clearwater Beach, FL, Apr., JMLRWorkshop and Conference Proceedings
-
S. de Rooij and T. van Erven, "Learning the switching rate by discretising Bernoulli sources online," in Proc. 12th Int. Conf. Artif. Intell. Statist., Clearwater Beach, FL, Apr. 2009, vol. 5, JMLRWorkshop and Conference Proceedings, pp. 432-439.
-
(2009)
Proc. 12th Int. Conf. Artif. Intell. Statist.
, vol.5
, pp. 432-439
-
-
De Rooij, S.1
Van Erven, T.2
-
9
-
-
0030653133
-
Live-and-die coding for binary piecewise i.i.d. sources
-
Ulm, Germany, Jun.-Jul.
-
F. Willems and M. Krom, "Live-and-die coding for binary piecewise i.i.d. sources," in Proc. IEEE Int. Symp. Inf. Theory, Ulm, Germany, Jun.-Jul. 1997, p. 68.
-
(1997)
Proc. IEEE Int. Symp. Inf. Theory
, pp. 68
-
-
Willems, F.1
Krom, M.2
-
10
-
-
84867928826
-
Efficient tracking of the best of many experts
-
Budapest, Hungary, Aug. 25-28
-
A. György, T. Linder, and G. Lugosi, "Efficient tracking of the best of many experts," in Proc. Inf. Commun. Conf., Budapest, Hungary, Aug. 25-28, 2008, pp. 3-4.
-
(2008)
Proc. Inf. Commun. Conf.
, pp. 3-4
-
-
György, A.1
Linder, T.2
Lugosi, G.3
-
12
-
-
35348918820
-
Logarithmic regret algorithms for online convex optimization
-
DOI 10.1007/s10994-007-5016-8, Special Issue on COLT 2006; Guest Editors: Avrim Blum, Gabor Lugosi and Hans Ulrich Simon
-
E. Hazan, A. Agarwal, and S. Kale, "Logarithmic regret algorithms for online convex optimization," Mach. Learn. J., vol. 69, no. 2-3, pp. 169-192, 2007. (Pubitemid 47574314)
-
(2007)
Machine Learning
, vol.69
, Issue.2-3
, pp. 169-192
-
-
Hazan, E.1
Agarwal, A.2
Kale, S.3
-
13
-
-
0019539634
-
The performance of universal encoding
-
Mar
-
R. E. Krichevsky and V. K. Trofimov, "The performance of universal encoding," IEEE Trans. Inf. Theory, vol. IT-27, no. 2, pp. 199-207, Mar. 1981.
-
(1981)
IEEE Trans. Inf. Theory
, vol.IT-27
, Issue.2
, pp. 199-207
-
-
Krichevsky, R.E.1
Trofimov, V.K.2
-
14
-
-
0023380770
-
Universal sequential coding of single messages
-
Y. M. Shtarkov, "Universal sequential coding of single messages," Probl. Inf. Transmiss., vol. 23, pp. 3-17, 1987.
-
(1987)
Probl. Inf. Transmiss.
, vol.23
, pp. 3-17
-
-
Shtarkov, Y.M.1
-
15
-
-
0029307102
-
The context-tree weighting method: Basic properties
-
May
-
F.M. J.Willems, Y. N. Shtarkov, and T. J. Tjalkens, "The context-tree weighting method: Basic properties," IEEE Trans. Inf. Theory, vol. 41, no. 3, pp. 653-664, May 1995.
-
(1995)
IEEE Trans. Inf. Theory
, vol.41
, Issue.3
, pp. 653-664
-
-
Willems, F.M.J.1
Shtarkov, Y.N.2
Tjalkens, T.J.3
-
16
-
-
9444243189
-
Efficient algorithms for online decision problems
-
Learning Theory and Kernel Machines
-
A. Kalai and S.Vempala, B. Schölkopf andM.Warmuth, Eds., "Efficient algorithms for the online decision problem," in Proc. 16th Annu. Conf. Learn. Theory 7th Kernel Workshop, New York, Aug. 2003, pp. 26-40. (Pubitemid 37053193)
-
(2003)
Lecture Notes in Computer Science
, Issue.2777
, pp. 26-40
-
-
Kalai, A.1
Vempala, S.2
-
17
-
-
3142657664
-
Path kernels and multiplicative updates
-
E. Takimoto and M. K. Warmuth, "Path kernels and multiplicative updates," J. Mach. Learn. Res., vol. 4, pp. 773-818, 2003.
-
(2003)
J. Mach. Learn. Res.
, vol.4
, pp. 773-818
-
-
Takimoto, E.1
Warmuth, M.K.2
-
18
-
-
0035441867
-
A zero-delay sequential scheme for lossy coding of individual sequences
-
DOI 10.1109/18.945263, PII S0018944801054566
-
T. Linder and G. Lugosi, "A zero-delay sequential scheme for lossy coding of individual sequences," IEEE Trans. Inf. Theory, vol. 47, no. 6, pp. 2533-2538, Sep. 2001. (Pubitemid 32949900)
-
(2001)
IEEE Transactions on Information Theory
, vol.47
, Issue.6
, pp. 2533-2538
-
-
Linder, T.1
Lugosi, G.2
-
19
-
-
0036496258
-
On limited-delay lossy coding and filtering of individual sequences
-
DOI 10.1109/18.986015, PII S0018944802008593
-
T. Weissman and N. Merhav, "On limited-delay lossy coding and filtering of individual sequences," IEEE Trans. Inf. Theory, vol. 48, no. 3, pp. 721-733, Mar. 2002. (Pubitemid 34239799)
-
(2002)
IEEE Transactions on Information Theory
, vol.48
, Issue.3
, pp. 721-733
-
-
Weissman, T.1
Merhav, N.2
-
20
-
-
3543091481
-
Efficient algorithms and minimax bounds for zero-delay lossy source coding
-
Aug
-
A. György, T. Linder, and G. Lugosi, "Efficient algorithms and minimax bounds for zero-delay lossy source coding," IEEE Trans. Signal Process., vol. 52, no. 8, pp. 2337-2347, Aug. 2004.
-
(2004)
IEEE Trans. Signal Process.
, vol.52
, Issue.8
, pp. 2337-2347
-
-
György, A.1
Linder, T.2
Lugosi, G.3
-
21
-
-
37749021616
-
Universal switching linear least squares prediction
-
Jan
-
S. Kozat and A. Singer, "Universal switching linear least squares prediction," IEEE Trans. Signal Process., vol. 56, no. 1, pp. 189-204, Jan. 2008.
-
(2008)
IEEE Trans. Signal Process.
, vol.56
, Issue.1
, pp. 189-204
-
-
Kozat, S.1
Singer, A.2
-
22
-
-
66849140797
-
Switching strategies for sequential decision problems with multiplicative loss with application to portfolios
-
Jun
-
S. Kozat and A. Singer, "Switching strategies for sequential decision problems with multiplicative loss with application to portfolios," IEEE Trans. Signal Process., vol. 57, no. 6, pp. 2192-2208, Jun. 2009.
-
(2009)
IEEE Trans. Signal Process.
, vol.57
, Issue.6
, pp. 2192-2208
-
-
Kozat, S.1
Singer, A.2
-
23
-
-
80052342119
-
Universal randomized switching
-
Mar
-
S. Kozat and A. Singer, "Universal randomized switching," IEEE Trans. Signal Process., vol. 58, no. 3, pp. 1922-1927, Mar. 2010.
-
(2010)
IEEE Trans. Signal Process.
, vol.58
, Issue.3
, pp. 1922-1927
-
-
Kozat, S.1
Singer, A.2
-
24
-
-
41949135363
-
Tracking the best quantizer
-
DOI 10.1109/TIT.2008.917651
-
A. György, T. Linder, and G. Lugosi, "Tracking the best quantizer," IEEE Trans. Inf. Theory, vol. 54, no. 4, pp. 1604-1625, Apr. 2008. (Pubitemid 351512989)
-
(2008)
IEEE Transactions on Information Theory
, vol.54
, Issue.4
, pp. 1604-1625
-
-
Gyorgy, A.1
Linder, T.2
Lugosi, G.3
-
25
-
-
1942484421
-
Online convex programming and generalized infinitesimal gradient ascent
-
Washington, DC
-
M. Zinkevich, "Online convex programming and generalized infinitesimal gradient ascent," in Proc. 20th Int. Conf.Mach. Learn., Washington, DC, 2003, pp. 928-936.
-
(2003)
Proc. 20th Int. Conf.Mach. Learn
, pp. 928-936
-
-
Zinkevich, M.1
-
26
-
-
0042496213
-
Tracking the best linear predictor
-
DOI 10.1162/153244301753683726
-
M. Herbster and M. K. Warmuth, "Tracking the best linear predictor," J. Mach. Learn. Res., vol. 1, pp. 281-309, 2001. (Pubitemid 33687205)
-
(2001)
Journal of Machine Learning Research
, vol.1
, Issue.4
, pp. 281-309
-
-
Herbster, M.1
Warmuth, M.K.2
-
27
-
-
21244487467
-
Internal regret in on-line portfolio selection
-
DOI 10.1007/s10994-005-0465-4
-
G. Stoltz and G. Lugosi, "Internal regret in on-line portfolio selection," Mach. Learn., vol. 59, pp. 125-159, 2005. (Pubitemid 40890415)
-
(2005)
Machine Learning
, vol.59
, Issue.1-2
, pp. 125-159
-
-
Stoltz, G.1
Lugosi, G.2
-
29
-
-
78249273922
-
Prediction with expert advice under discounted loss
-
A. V. Chernov and F. Zhdanov, "Prediction with expert advice under discounted loss," in Algorithmic Learning Theory, 2010, pp. 255-269.
-
Algorithmic Learning Theory
, vol.2010
, pp. 255-269
-
-
Chernov, A.V.1
Zhdanov, F.2
-
30
-
-
0027696297
-
On the minimum description length principle for sources with piecewise constant parameters
-
Nov
-
N. Merhav, "On the minimum description length principle for sources with piecewise constant parameters," IEEE Trans. Inf. Theory, vol. 39, no. 6, pp. 1962-1967, Nov. 1993.
-
(1993)
IEEE Trans. Inf. Theory
, vol.39
, Issue.6
, pp. 1962-1967
-
-
Merhav, N.1
-
32
-
-
37249086892
-
Fast algorithms for logconcave functions: Sampling, rounding, integration and optimization
-
L. Lovász and S. Vempala, "Fast algorithms for logconcave functions: Sampling, rounding, integration and optimization," in Proc. 47th Annu. IEEE Symp. Found. Comput. Sci., 2006, pp. 57-68.
-
(2006)
Proc. 47th Annu. IEEE Symp. Found. Comput. Sci.
, pp. 57-68
-
-
Lovász, L.1
Vempala, S.2
-
33
-
-
84867922017
-
-
Princeton University, NJ, Lecture Notes [Online]
-
S. Bubeck, Introduction to Online Optimization Princeton University, NJ, 2011, Lecture Notes [Online]. Available: http://www.princeton.edu/~sbubeck/ BubeckLectureNotes.pdf
-
(2011)
Introduction to Online Optimization
-
-
Bubeck, S.1
-
35
-
-
68949098503
-
Learning permutations with exponentialweights
-
D. P. Helmbold and M. K. Warmuth, "Learning permutations with exponentialweights," J. Mach. Learn. Res., vol. 10, pp. 1705-1736, 2009.
-
(2009)
J. Mach. Learn. Res.
, vol.10
, pp. 1705-1736
-
-
Helmbold, D.P.1
Warmuth, M.K.2
-
39
-
-
2642551766
-
A follow the perturbed leadertype algorithm for zero-delay quantization of individual sequences
-
Snowbird, UT, Mar.
-
A. György, T. Linder, and G. Lugosi, "A follow the perturbed leadertype algorithm for zero-delay quantization of individual sequences," in Proc. Data Compress. Conf., Snowbird, UT, Mar. 2004, pp. 342-351.
-
(2004)
Proc. Data Compress. Conf.
, pp. 342-351
-
-
György, A.1
Linder, T.2
Lugosi, G.3
-
40
-
-
33947433947
-
Universal zero-delay joint source-channel coding
-
DOI 10.1109/TIT.2006.885537
-
S. Matloub and T. Weissman, "Universal zero delay joint sourcechannel coding," IEEE Trans. Inf. Theory, vol. 52, no. 12, pp. 5240-5250, Dec. 2006. (Pubitemid 46445371)
-
(2006)
IEEE Transactions on Information Theory
, vol.52
, Issue.12
, pp. 5240-5250
-
-
Matloub, S.1
Weissman, T.2
-
41
-
-
80054798353
-
Near-optimal rates for limited-delay universal lossy source coding
-
St. Petersburg, Russia, Jul.-Aug.
-
A. György and G. Neu, "Near-optimal rates for limited-delay universal lossy source coding," in Proc. IEEE Int. Symp. Inf. Theory, St. Petersburg, Russia, Jul.-Aug. 2011, pp. 2344-2348.
-
(2011)
Proc. IEEE Int. Symp. Inf. Theory
, pp. 2344-2348
-
-
György, A.1
Neu, G.2
|