-
2
-
-
0033354520
-
An algorithmic theory of learning: Robust concepts and random projection
-
(Also to appear in Machine Learning), New York
-
Arriaga, R., Vempala, S.: An algorithmic theory of learning: Robust concepts and random projection. In: Proc. of FOCS (Also to appear in Machine Learning), New York (1999) 616-623
-
(1999)
Proc. of FOCS
, pp. 616-623
-
-
Arriaga, R.1
Vempala, S.2
-
3
-
-
0033336275
-
Learning mixtures of gaussians
-
New York
-
Dasgupta, S.: Learning mixtures of gaussians. In: Proc. of FOCS, New York (1999) 634-644
-
(1999)
Proc. of FOCS
, pp. 634-644
-
-
Dasgupta, S.1
-
4
-
-
63249106662
-
Experiments with random projections for machine learning
-
Washington, DC
-
Fradkin, D., Madigan, D.: Experiments with random projections for machine learning. In: Proc. of KDD, Washington, DC (2003) 517-522
-
(2003)
Proc. of KDD
, pp. 517-522
-
-
Fradkin, D.1
Madigan, D.2
-
5
-
-
1942517297
-
Random projection for high dimensional data clustering: A cluster ensemble approach
-
Washington, DC
-
Fern, X.Z., Brodley, C.E.: Random projection for high dimensional data clustering: A cluster ensemble approach. In: Proc. of ICML, Washington, DC (2003) 186-193
-
(2003)
Proc. of ICML
, pp. 186-193
-
-
Fern, X.Z.1
Brodley, C.E.2
-
6
-
-
22944491769
-
On kernels, margins, and low-dimensional mappings
-
Padova, Italy
-
Balcan, M.F., Blum, A., Vempala, S.: On kernels, margins, and low-dimensional mappings. In: Proc. of ALT, Padova, Italy (2004) 194-205
-
(2004)
Proc. of ALT
, pp. 194-205
-
-
Balcan, M.F.1
Blum, A.2
Vempala, S.3
-
7
-
-
0031619277
-
Latent semantic indexing: A probabilistic analysis
-
Seattle,WA
-
Papadimitriou, C.H., Raghavan, P., Tamaki, H., Vempala, S.: Latent semantic indexing: A probabilistic analysis. In: Proc. of PODS, Seattle,WA (1998) 159-168
-
(1998)
Proc. of PODS
, pp. 159-168
-
-
Papadimitriou, C.H.1
Raghavan, P.2
Tamaki, H.3
Vempala, S.4
-
8
-
-
0242550397
-
Sampling techniques for kernel methods
-
Vancouver, BC, Canada
-
Achlioptas, D., McSherry, F., Schölkopf, B.: Sampling techniques for kernel methods. In: Proc. of NIPS, Vancouver, BC, Canada (2001) 335-342
-
(2001)
Proc. of NIPS
, pp. 335-342
-
-
Achlioptas, D.1
McSherry, F.2
Schölkopf, B.3
-
9
-
-
0035789317
-
Random projection in dimensionality reduction: Applications to image and text data
-
San Francisco, CA
-
Bingham, E., Mannila, H.: Random projection in dimensionality reduction: Applications to image and text data. In: Proc. of KDD, San Francisco, CA (2001) 245-250
-
(2001)
Proc. of KDD
, pp. 245-250
-
-
Bingham, E.1
Mannila, H.2
-
10
-
-
0036040277
-
Similarity estimation techniques from rounding algorithms
-
Montreal, Quebec, Canada
-
Charikar, M.S.: Similarity estimation techniques from rounding algorithms. In: Proc. of STOC, Montreal, Quebec, Canada (2002) 380-388
-
(2002)
Proc. of STOC
, pp. 380-388
-
-
Charikar, M.S.1
-
11
-
-
36949016905
-
Randomized algorithms and NLP: Using locality sensitive hash function for high speed noun clustering
-
Ann Arbor, MI
-
Ravichandran, D., Pantel, P., Hovy, E.: Randomized algorithms and NLP: Using locality sensitive hash function for high speed noun clustering. In: Proc. of ACL, Ann Arbor, MI (2005) 622-629
-
(2005)
Proc. of ACL
, pp. 622-629
-
-
Ravichandran, D.1
Pantel, P.2
Hovy, E.3
-
12
-
-
31344447750
-
Random projection-based multiplicative data perturbation for privacy preserving distributed data mining
-
Liu, K., Kargupta, H., Ryan, J.: Random projection-based multiplicative data perturbation for privacy preserving distributed data mining. IEEE Transactions on Knowledge and Data Engineering 18 (2006) 92-106
-
(2006)
IEEE Transactions on Knowledge and Data Engineering
, vol.18
, pp. 92-106
-
-
Liu, K.1
Kargupta, H.2
Ryan, J.3
-
14
-
-
0031644241
-
Approximate nearest neighbors: Towards removing the curse of dimensionality
-
Dallas, TX
-
Indyk, P., Motwani, R.: Approximate nearest neighbors: Towards removing the curse of dimensionality. In: Proc. of STOC, Dallas, TX (1998) 604-613
-
(1998)
Proc. of STOC
, pp. 604-613
-
-
Indyk, P.1
Motwani, R.2
-
15
-
-
0038166193
-
Database-friendly random projections: Johnson-Lindenstrauss with binary coins
-
Achlioptas, D.: Database-friendly random projections: Johnson-Lindenstrauss with binary coins. Journal of Computer and System Sciences 66 (2003) 671-687
-
(2003)
Journal of Computer and System Sciences
, vol.66
, pp. 671-687
-
-
Achlioptas, D.1
-
16
-
-
0001058474
-
Approximate confidence intervals, II
-
Bartlett, M.S.: Approximate confidence intervals, II. Biometrika 40 (1953) 306-317
-
(1953)
Biometrika
, vol.40
, pp. 306-317
-
-
Bartlett, M.S.1
-
17
-
-
0043262965
-
Eliminating multiple root problems in estimation
-
Small, C.G., Wang, J., Yang, Z.: Eliminating multiple root problems in estimation. Statistical Science 15 (2000) 313-341
-
(2000)
Statistical Science
, vol.15
, pp. 313-341
-
-
Small, C.G.1
Wang, J.2
Yang, Z.3
-
19
-
-
33144487692
-
On the distribution of SINR for the MMSE MIMO receiver and performance analysis
-
Li, P., Paul, D., Narasimhan, R., Cioffi, J.: On the distribution of SINR for the MMSE MIMO receiver and performance analysis. IEEE Trans. Inform. Theory 52 (2006) 271-286
-
(2006)
IEEE Trans. Inform. Theory
, vol.52
, pp. 271-286
-
-
Li, P.1
Paul, D.2
Narasimhan, R.3
Cioffi, J.4
-
20
-
-
84890510239
-
Margin-constrained random projections and very sparse random projections
-
Department of Statistics, Stanford University
-
Li, P., Hastie, T.J., Church, K.W.: Margin-constrained random projections and very sparse random projections. Technical report, Department of Statistics, Stanford University (2006)
-
(2006)
Technical Report
-
-
Li, P.1
Hastie, T.J.2
Church, K.W.3
-
21
-
-
33746053130
-
A sketched-based sampling algorithm on sparse data
-
Department of Statistics, Stanford University
-
Li, P., Church, K.W., Hastie, T.J.: A sketched-based sampling algorithm on sparse data. Technical report, Department of Statistics, Stanford University (2006)
-
(2006)
Technical Report
-
-
Li, P.1
Church, K.W.2
Hastie, T.J.3
-
23
-
-
0030588756
-
Second and third order bias reduction for one-parameter family models
-
Ferrari, S.L.P., Botter, D.A., Cordeiro, G.M., Cribari-Neto, F.: Second and third order bias reduction for one-parameter family models. Stat. and Prob. Letters 30 (1996) 339-345
-
(1996)
Stat. and Prob. Letters
, vol.30
, pp. 339-345
-
-
Ferrari, S.L.P.1
Botter, D.A.2
Cordeiro, G.M.3
Cribari-Neto, F.4
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