-
1
-
-
0033077324
-
The space complexity of approximating the frequency moments
-
N. Alon, Y. Matias, and M. Szegedy, "The space complexity of approximating the frequency moments," J. Comput. System Sci., vol. 58, pp. 137-147, 1999.
-
(1999)
J. Comput. System Sci.
, vol.58
, pp. 137-147
-
-
Alon, N.1
Matias, Y.2
Szegedy, M.3
-
2
-
-
79959708570
-
Counting distinct elements in a data stream
-
Z. Bar-Yossef, T. Jayram, R. Kumar, D. Sivakumar, and L. Trevisan, "Counting distinct elements in a data stream,"in Proc. 6th Workshop on Rand. and Approx. Techniques.
-
Proc. 6th Workshop on Rand. and Approx. Techniques
-
-
Bar-Yossef, Z.1
Jayram, T.2
Kumar, R.3
Sivakumar, D.4
Trevisan, L.5
-
3
-
-
0034837020
-
Sampling algorithms: Lower bounds and applications
-
Z. Bar-Yossef, R. Kumar, and D. Sivakumar, "Sampling algorithms: Lower bounds and applications," in STOC, 2001.
-
(2001)
STOC
-
-
Bar-Yossef, Z.1
Kumar, R.2
Sivakumar, D.3
-
5
-
-
0036037637
-
The complexity of approximating the entropy
-
T. Batu, S. Dasgupta, R. Kumar, and R. Rubinfeld, "The complexity of approximating the entropy," in STOC, 2002.
-
(2002)
STOC
-
-
Batu, T.1
Dasgupta, S.2
Kumar, R.3
Rubinfeld, R.4
-
6
-
-
33644591301
-
The complexity of approximating the entropy
-
T. Batu, S. Dasgupta, R. Kumar, and R. Rubinfeld, "The complexity of approximating the entropy," SIAM Journal on Computing, 2005.
-
(2005)
SIAM Journal on Computing
-
-
Batu, T.1
Dasgupta, S.2
Kumar, R.3
Rubinfeld, R.4
-
7
-
-
0035187303
-
Testing random variables for independence and identity
-
T. Batu, E. Fischer, L. Fortnow, R. Kumar, R. Rubinfeld, and P. White, "Testing random variables for independence and identity," in FOCS, 2001.
-
(2001)
FOCS
-
-
Batu, T.1
Fischer, E.2
Fortnow, L.3
Kumar, R.4
Rubinfeld, R.5
White, P.6
-
8
-
-
0034427756
-
Testing that distributions are close
-
T. Batu, L. Fortnow, R. Rubinfeld, W. Smith, and P. White, "Testing that distributions are close," in FOCS, 2000.
-
(2000)
FOCS
-
-
Batu, T.1
Fortnow, L.2
Rubinfeld, R.3
Smith, W.4
White, P.5
-
9
-
-
84969278964
-
Approximating entropy from sublinear samples
-
M. Brautbar and A. Samorodnitsky, "Approximating entropy from sublinear samples," in SODA, 2007.
-
(2007)
SODA
-
-
Brautbar, M.1
Samorodnitsky, A.2
-
11
-
-
0001685383
-
On the bias of information estimates
-
A. Carlton, "On the bias of information estimates," Psychological Bulletin, vol. 71, pp. 108-109, 1969.
-
(1969)
Psychological Bulletin
, vol.71
, pp. 108-109
-
-
Carlton, A.1
-
12
-
-
84969151029
-
A near-optimal algorithm for computing the entropy of a stream
-
A. Chakrabarti, G. Cormode, and A. McGregor, "A near-optimal algorithm for computing the entropy of a stream,"in SODA, 2007.
-
(2007)
SODA
-
-
Chakrabarti, A.1
Cormode, G.2
McGregor, A.3
-
13
-
-
0033723117
-
Towards estimation error guarantees for distinct values
-
M. Charikar, S. Chaudhuri, R. Motwani, and V. Narasayya, "Towards estimation error guarantees for distinct values," in PODS, 2000.
-
(2000)
PODS
-
-
Charikar, M.1
Chaudhuri, S.2
Motwani, R.3
Narasayya, V.4
-
14
-
-
0001368656
-
The jacknife estimate of variance
-
B. Efron and C. Stein, "The jacknife estimate of variance,"Annals of Statistics, vol. 9, pp. 586-596, 1981.
-
(1981)
Annals of Statistics
, vol.9
, pp. 586-596
-
-
Efron, B.1
Stein, C.2
-
15
-
-
0030409286
-
Property testing and its connection to learning and approximation
-
O. Goldreich, S. Goldwasser, and D. Ron, "Property testing and its connection to learning and approximation," in FOCS, 1996.
-
(1996)
FOCS
-
-
Goldreich, O.1
Goldwasser, S.2
Ron, D.3
-
16
-
-
33244490108
-
Streaming and sublinear approximation of entropy and information distances
-
S. Guha, A. McGregor, and S. Venkatasubramanian, "Streaming and sublinear approximation of entropy and information distances," in SODA, 2006.
-
(2006)
SODA
-
-
Guha, S.1
McGregor, A.2
Venkatasubramanian, S.3
-
17
-
-
57949089925
-
Sketching and streaming entropy via approximation theory
-
N. Harvey, J. Nelson, and K. Onak, "Sketching and streaming entropy via approximation theory," in FOCS, 2008.
-
(2008)
FOCS
-
-
Harvey, N.1
Nelson, J.2
Onak, K.3
-
18
-
-
1842487171
-
Tight lower bounds for the distinct elements problem
-
P. Indyk and D. Woodruff, "Tight lower bounds for the distinct elements problem," in FOCS, 2003.
-
(2003)
FOCS
-
-
Indyk, P.1
Woodruff, D.2
-
19
-
-
77954742764
-
An optimal algorithm for the distinct elements problem
-
D. Kane, J. Nelson, and D. Woodruff, "An optimal algorithm for the distinct elements problem," in PODS, 2010.
-
(2010)
PODS
-
-
Kane, D.1
Nelson, J.2
Woodruff, D.3
-
20
-
-
0005770331
-
Note on the bias of information estimates
-
G. Miller, "Note on the bias of information estimates, "Information Theory in Psychology. II-B, pp. 95-100, 1955.
-
(1955)
Information Theory in Psychology
, vol.2 B
, pp. 95-100
-
-
Miller, G.1
-
21
-
-
0041877169
-
Estimation of entropy and mutual information
-
L. Paninski, "Estimation of entropy and mutual information, "Neural Computation, vol. 15, no. 6, pp. 1191-1253, 2003.
-
(2003)
Neural Computation
, vol.15
, Issue.6
, pp. 1191-1253
-
-
Paninski, L.1
-
22
-
-
4544287683
-
Estimating entropy on m bins given fewer than m samples
-
L. Paninski, "Estimating entropy on m bins given fewer than m samples," IEEE Trans. on Information Theory, vol. 50, no. 9, pp. 2200-2203, 2004.
-
(2004)
IEEE Trans. on Information Theory
, vol.50
, Issue.9
, pp. 2200-2203
-
-
Paninski, L.1
-
23
-
-
84866067617
-
Analytical estimates of limited sampling biases in different information measures
-
S. Panzeri and A. Treves, "Analytical estimates of limited sampling biases in different information measures," Network: Computation in Neural Systems, vol. 7, pp. 87-107, 1996.
-
(1996)
Network: Computation in Neural Systems
, vol.7
, pp. 87-107
-
-
Panzeri, S.1
Treves, A.2
-
24
-
-
69049092204
-
Strong lower bounds for approximating distribution support size and the distinct elements problem
-
S. Raskhodnikova, D. Ron, A. Shpilka, and A. Smith, "Strong lower bounds for approximating distribution support size and the distinct elements problem," SIAM J. Comput., vol. 39, no. 3, pp. 813-842, 2009.
-
(2009)
SIAM J. Comput.
, vol.39
, Issue.3
, pp. 813-842
-
-
Raskhodnikova, S.1
Ron, D.2
Shpilka, A.3
Smith, A.4
-
25
-
-
0001065513
-
The upward bias in measures of information derived from limited data samples
-
A. Treves and S. Panzeri, "The upward bias in measures of information derived from limited data samples," Neural Computation, vol. 7, pp. 399-407, 1995.
-
(1995)
Neural Computation
, vol.7
, pp. 399-407
-
-
Treves, A.1
Panzeri, S.2
-
26
-
-
79959740921
-
Estimating the unseen: An n/ log(n)-sample estimator for entropy and support size, shown optimal via new CLTs
-
G. Valiant and P. Valiant, "Estimating the unseen: an n/ log(n)-sample estimator for entropy and support size, shown optimal via new CLTs," STOC, 2011.
-
(2011)
STOC
-
-
Valiant, G.1
Valiant, P.2
-
29
-
-
57049140018
-
Testing symmetric properties of distributions
-
P. Valiant, "Testing symmetric properties of distributions," in STOC, 2008.
-
(2008)
STOC
-
-
Valiant, P.1
-
30
-
-
0034571899
-
Asymptotic bias in information estimates and the exponential (Bell) polynomials
-
J. Victor, "Asymptotic bias in information estimates and the exponential (Bell) polynomials," Neural Computation, vol. 12, pp. 2797-2804, 2000.
-
(2000)
Neural Computation
, vol.12
, pp. 2797-2804
-
-
Victor, J.1
|