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In this paper we study the kernel change-point algorithm (KCP) proposed by Arlot, Celisse and Harchaoui (2012), which aims at locating an unknown number of change-points in the distribution of a sequence of independent data taking values in an arbitrary set.
[author] Kolmogorov, Andrei N.A. N. (1928). Über die Summen durch den Zufall bestimmten unabhängigen Größen. Mathematische Annalen 99 484–488
1928
Earlier work this paper cites.
[author] Aronszajn, NachmanN. (1950). Theory of reproducing kernels. Transactions of the American mathematical society 337–404
1950
Earlier work this paper cites.
[author] Hájek, JaroslavJ. and Rényi, AlfrédA. (1955). Generalization of an inequality of Kolmogorov. Acta Mathematica Hungarica 6 281–283
1955
Earlier work this paper cites.
[author] Page, E. S.E. S. (1955). A test for a change in a parameter occurring at an unknown point. Biometrika 523–527
1955
Earlier work this paper cites.
[author] Fisher, Walter DW. D. (1958). On grouping for maximum homogeneity. Journal of the American Statistical Association 53 789–798
1958
Earlier work this paper cites.
[author] Bellman, RichardR. (1961). On the approximation of curves by line segments using dynamic programming. Communications of the ACM 4 284
1961
Earlier work this paper cites.
[author] Diestel, JosephJ. and Uhl, John JerryJ. J. (1977). Vector measures 15. American Mathematical Soc
1977
Earlier work this paper cites.
[author] Hubert, LawrenceL. and Arabie, PhippsP. (1985). Comparing partitions. Journal of classification 2 193–218
1985
Earlier work this paper cites.
[author] Carlstein, EdwardE. (1988). Nonparametric change-point estimation. Annals of Statistics 188–197
1988
Earlier work this paper cites.
[author] Korostelev, Aleksandr P.A. P. (1988). On minimax estimation of a discontinuous signal. Theory of Probability & Its Applications 32 727–730
1988
Earlier work this paper cites.
[author] Yao, Yi-ChingY.-C. (1988). Estimating the number of change-points via Schwarz’ criterion. Statistics & Probability Letters 6 181–189
1988
Earlier work this paper cites.
[author] Yao, Yi-ChingY.-C. and Au, Siu-TongS.-T. (1989). Least-squares estimation of a step function. Sankhyā: The Indian Journal of Statistics, Series A 370–381
1989
Earlier work this paper cites.
[author] Basseville, MichèleM. and Nikiforov, Igor V.I. V. (1993). Detection of abrupt changes: theory and application. Prentice Hall Englewood Cliffs
1993
Earlier work this paper cites.
[author] Liu, JianJ., Wu, ShiyingS. and Zidek, James V.J. V. (1997). On segmented multivariate regression. Statistica Sinica 7 497–525
1997
Earlier work this paper cites.
[author] Shao, JunJ. (1997). An asymptotic theory for linear model selection. Statistica Sinica 7 221–242
1997
Earlier work this paper cites.
[author] Bai, JushanJ. and Perron, PierreP. (1998). Estimating and testing linear models with multiple structural changes. Econometrica 47–78
1998
Earlier work this paper cites.
[author] Lavielle, MarcM. and Moulines, EricE. (2000). Least-squares Estimation of an Unknown Number of Shifts in a Time Series. Journal of time series analysis 21 33–59
2000
Earlier work this paper cites.
[author] Birgé, LucienL. and Massart, PascalP. (2001). Gaussian model selection. Journal of the European Mathematical Society 3 203–268
2001
Earlier work this paper cites.
[author] Ritov, Ya’acovY., Raz, AeyalA. and Bergman, HagaiH. (2002). Detection of onset of neuronal activity by allowing for heterogeneity in the change points. Journal of neuroscience methods 122 25–42
2002
Earlier work this paper cites.
[author] Schölkopf, BernhardB. and Smola, Alexander J.A. J. (2002). Learning with kernels: Support vector machines, regularization, optimization, and beyond. MIT press
2002
Cited alongside, same era.
[author] Comte, FabienneF. and Rozenholc, YvesY. (2004). A new algorithm for fixed design regression and denoising. Annals of the Institute of Statistical Mathematics 56 449–473. MR2095013 (2005e:62081)
2004
Cited alongside, same era.
[author] Desobry, FrédéricF., Davy, ManuelM. and Doncarli, ChristianC. (2005). An online kernel change detection algorithm. Signal Processing, IEEE Transactions on 53 2961–2974
2005
Cited alongside, same era.
[author] Lai, Weil R.W. R., Johnson, Mark D.M. D., Kucherlapati, RajuR. and Park, Peter J.P. J. (2005). Comparative analysis of algorithms for identifying amplifications and deletions in array CGH data. Bioinformatics 21 3763–3770
2005
Cited alongside, same era.
[author] Baudry, Jean-PatrickJ.-P., Maugis, CathyC. and Michel, BertrandB. (2012). Slope heuristics: overview and implementation. Statistics and Computing 22 455–470
2012
Later among the works it cites.
Gretton, A
2012
Later among the works it cites.
[author] Korostelev, Aleksandr P.A. P. and Tsybakov, Alexandre B.A. B. (2012). Minimax theory of image reconstruction 82. Springer Science & Business Media
2012
Later among the works it cites.
[author] Brodsky, Boris E.B. E. and Darkhovsky, Boris S.B. S. (2013). Nonparametric methods in change point problems 243. Springer Science & Business Media
2013
Later among the works it cites.
[author] Ledoux, MichelM. and Talagrand, MichelM. (2013). Probability in Banach Spaces: isoperimetry and processes 23. Springer Science & Business Media
2013
Later among the works it cites.
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[author] Lavielle, MarcM. (2005). Using penalized contrasts for the change-point problem. Signal processing 85 1501–1510
2005
Cited alongside, same era.
[author] Lebarbier, ÉmilieÉ. (2005). Detecting multiple change-points in the mean of a Gaussian process by model selection. Signal Proces. 85 717–736
2005
Cited alongside, same era.
[author] Abramovich, FelixF., Benjamini, YoavY., Donoho, David L.D. L. and Johnstone, Iain M.I. M. (2006). Adapting to unknown sparsity by controlling the false discovery rate. Annals of Statistics 34 584–653. MR2281879
2006
Cited alongside, same era.
Gretton, A
2006
Cited alongside, same era.
[author] Lavielle, MarcM. and Teyssiere, GillesG. (2006). Detection of multiple change-points in multivariate time series. Lithuanian Mathematical Journal 46 287–306
2006
Cited alongside, same era.
[author] Birgé, LucienL. and Massart, PascalP. (2007). Minimal penalties for Gaussian model selection. Probability Theory and Related Fields 138 33–73. MR2288064
2007
Cited alongside, same era.
Harchaoui, Z
2007
Cited alongside, same era.
[author] Fukumizu, KenjiK., Gretton, ArthurA., Sun, XiaohaiX. and Schölkopf, BernhardB. (2008). Kernel Measures of Conditional Dependence. In Advances in Neural Information Processing Systems 20 489–496. Curran Associates, Inc
2008
Cited alongside, same era.
2014
Later among the works it cites.
[author] Fryzlewicz, PiotrP. (2014). Wild binary segmentation for multiple change-point detection. The Annals of Statistics 42 2243–2281
2014
Later among the works it cites.
Lajugie, R
2014
Later among the works it cites.
[author] Tartakovsky, AlexanderA., Nikiforov, Igor V.I. V. and Basseville, MichèleM. (2014). Sequential Analysis: Hypothesis Testing and Changepoint Detection. Monographs on Statistics and Applied Probability 136. Chapman and Hall/CRC, Boca Raton, FL
2014
Later among the works it cites.
2014
Later among the works it cites.
Abou-Elailah, A
2015
Later among the works it cites.
[author] Li, ShuangS., Xie, YaoY., Dai, HanjunH. and Song, LeL. (2015). M M -Statistic for Kernel Change-Point Detection. Advances in Neural Information Processing Systems 3366–3374
2015
Later among the works it cites.
[author] Vogt, MichaelM. and Dette, HolgerH. (2015). Detecting gradual changes in locally stationary processes. Annals of Statistics 43 713–740
2015
Later among the works it cites.
[author] Celisse, AlainA., Marot, GuillemetteG., Pierre-Jean, MorganeM. and Rigaill, GuillemG. (2016). New efficient algorithms for multiple change-point detection with kernels. Preprint. Available at https://hal.inria.fr/hal-01413230
2016
Closest in time.
[author] Dieuleveut, AymericA. and Bach, FrancisF. (2016). Nonparametric stochastic approximation with large step-sizes. Annals of Statistics 44 1363–1399
2016
Closest in time.
[author] Sharipov, OlimjonO., Tewes, JohannesJ. and Wendler, MartinM. (2016). Sequential block bootstrap in a Hilbert space with application to change point analysis. The Canadian Journal of Statistics. La Revue Canadienne de Statistique 44 300–322. 10.1002/cjs.11293 3536199
2016
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2016
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