TY - BOOK AU - Stoica, P. AU - Moses, R. L. PY - 1997 DA - 1997// TI - Introduction to Spectral Analysis PB - Prentice-Hall CY - New Jersey ID - Stoica1997 ER - TY - CHAP AU - Djuric, P. M. PY - 1994 DA - 1994// TI - A MAP solution to off-line segmentation of signals BT - Proc of the International Conference on Acoustics, Speech, and Signal Processing PB - Adelaide CY - Australia ID - Djuric1994 ER - TY - JOUR AU - Dobigeon, N. AU - Tourneret, J. -. Y. AU - Davy, M. PY - 2007 DA - 2007// TI - Joint segmentation of piecewise constant autoregressive processes by using a hierarchical model and a Bayesian sampling approach JO - IEEE Trans Signal Process VL - 55 UR - https://doi.org/10.1109/TSP.2006.889090 DO - 10.1109/TSP.2006.889090 ID - Dobigeon2007 ER - TY - JOUR AU - Fearnhead, P. PY - 2005 DA - 2005// TI - Exact Bayesian curve fitting and signal segmentation JO - IEEE Trans Signal Process VL - 53 UR - https://doi.org/10.1109/TSP.2005.847844 DO - 10.1109/TSP.2005.847844 ID - Fearnhead2005 ER - TY - JOUR AU - Punskaya, E. AU - Andrieu, C. AU - Doucet, A. AU - Fitzgerald, W. J. PY - 2002 DA - 2002// TI - Bayesian curve fitting using MCMC with applications to signal segmentation JO - IEEE Trans Signal Process VL - 50 UR - https://doi.org/10.1109/78.984776 DO - 10.1109/78.984776 ID - Punskaya2002 ER - TY - JOUR AU - Lavielle, M. PY - 1998 DA - 1998// TI - Optimal segmentation of random processes JO - IEEE Trans Signal Process VL - 46 UR - https://doi.org/10.1109/78.668798 DO - 10.1109/78.668798 ID - Lavielle1998 ER - TY - BOOK AU - Basseville, M. AU - Nikiforov, I. V. PY - 1993 DA - 1993// TI - Detection of Abrupt Changes: Theory and Application PB - Prentice-Hall CY - Englewood Cliffs, NJ, USA ID - Basseville1993 ER - TY - JOUR AU - Hall, M. G. AU - Oppenheim, A. V. AU - Willsky, A. S. PY - 1983 DA - 1983// TI - Time-varying parametric modeling of speech JO - Signal Process VL - 5 UR - https://doi.org/10.1016/0165-1684(83)90074-9 DO - 10.1016/0165-1684(83)90074-9 ID - Hall1983 ER - TY - CHAP AU - Rudoy, D. AU - Quatieri, T. F. AU - Wolfe, P. J. PY - 2009 DA - 2009// TI - Time-varying autoregressive tests for multiscale speech analysis BT - Proceedings of Interspeech PB - Brighton CY - UK ID - Rudoy2009 ER - TY - JOUR AU - Yuan, M. AU - Lin, Y. PY - 2006 DA - 2006// TI - Model selection and estimation in regression with grouped variables JO - J Royal Stat Soc, Ser B VL - 68 UR - https://doi.org/10.1111/j.1467-9868.2005.00532.x DO - 10.1111/j.1467-9868.2005.00532.x ID - Yuan2006 ER - TY - BOOK AU - Brockwell, P. J. AU - Davis, R. A. PY - 1990 DA - 1990// TI - Time Series: Theory and Methods PB - Springer-Verlag CY - New York, NY, USA ID - Brockwell1990 ER - TY - JOUR AU - Boysen, L. AU - Kempe, A. AU - Liebscher, V. AU - Munk, A. AU - Wittich, O. PY - 2009 DA - 2009// TI - Consistencies and rates of convergence of jump-penalized least-squares estimators JO - Annals Stat VL - 37 UR - https://doi.org/10.1214/07-AOS558 DO - 10.1214/07-AOS558 ID - Boysen2009 ER - TY - JOUR AU - Lavielle, M. PY - 2005 DA - 2005// TI - Using penalized contrasts for the change-point problem JO - Signal Process VL - 85 UR - https://doi.org/10.1016/j.sigpro.2005.01.012 DO - 10.1016/j.sigpro.2005.01.012 ID - Lavielle2005 ER - TY - JOUR AU - Lavielle, M. AU - Moulines, E. PY - 2000 DA - 2000// TI - Least-squares estimation of an unknown number of shifts in a time series JO - J Time Series Anal VL - 21 UR - https://doi.org/10.1111/1467-9892.00172 DO - 10.1111/1467-9892.00172 ID - Lavielle2000 ER - TY - JOUR AU - Lebarbier, E. PY - 2005 DA - 2005// TI - Detecting multiple change-points in the mean of Gaussian process by model selection JO - Signal Process VL - 85 UR - https://doi.org/10.1016/j.sigpro.2004.11.012 DO - 10.1016/j.sigpro.2004.11.012 ID - Lebarbier2005 ER - TY - JOUR AU - Winkler, G. AU - Liebscher, V. PY - 2002 DA - 2002// TI - Smoothers for discontinuous signals, J JO - Nonparametric Stat VL - 14 UR - https://doi.org/10.1080/10485250211388 DO - 10.1080/10485250211388 ID - Winkler2002 ER - TY - CHAP AU - Harchaoui, Z. AU - Levy-Leduc, C. PY - 2008 DA - 2008// TI - Catching change-points with Lasso BT - Proceedings of the Advanced Neural Information Processes Systems PB - Vancouver CY - Canada ID - Harchaoui2008 ER - TY - JOUR AU - Appel, U. AU - Brandt, A. V. PY - 1983 DA - 1983// TI - Adaptive sequential segmentation of piecewise stationary time series JO - Inf Sci VL - 29 UR - https://doi.org/10.1016/0020-0255(83)90008-7 DO - 10.1016/0020-0255(83)90008-7 ID - Appel1983 ER - TY - JOUR AU - Willsky, A. AU - Jones, H. PY - 1976 DA - 1976// TI - A generalized likelihood ratio approach to the detection and estimation of jumps in linear systems JO - IEEE Trans Autom Control VL - 21 UR - https://doi.org/10.1109/TAC.1976.1101146 DO - 10.1109/TAC.1976.1101146 ID - Willsky1976 ER - TY - CHAP AU - Eldar, Y. C. AU - Mishali, M. PY - 2009 DA - 2009// TI - Block sparsity and sampling over a union of subspaces BT - Proc of the 16th International Conference on Digital Signal Processing PB - Santorini CY - Greece ID - Eldar2009 ER - TY - JOUR AU - Tibshirani, R. PY - 1996 DA - 1996// TI - Regression shrinkage and selection via the Lasso JO - J Royal Stat Soc Ser B VL - 58 ID - Tibshirani1996 ER - TY - JOUR AU - Fan, J. AU - Li, R. PY - 2001 DA - 2001// TI - Variable selection via nonconcave penalized likelihood and its oracle properties JO - J Am Stat Assoc VL - 96 UR - https://doi.org/10.1198/016214501753382273 DO - 10.1198/016214501753382273 ID - Fan2001 ER - TY - JOUR AU - Efron, B. AU - Hastie, T. AU - Johnstone, I. AU - Tibshirani, R. PY - 2004 DA - 2004// TI - Least angle regression JO - Annals Stat VL - 32 UR - https://doi.org/10.1214/009053604000000067 DO - 10.1214/009053604000000067 ID - Efron2004 ER - TY - JOUR AU - Sturm, J. F. PY - 1999 DA - 1999// TI - Using SeDuMi 1.02, a MATLAB toolbox for optimization over symmetric cones JO - Optim Methods Softw VL - 11-12 UR - https://doi.org/10.1080/10556789908805766 DO - 10.1080/10556789908805766 ID - Sturm1999 ER - TY - CHAP AU - Puig, A. AU - Wiesel, A. AU - Hero, A. PY - 2009 DA - 2009// TI - A multidimensional shrinkage-thresholding operator BT - Proceedings of the 15th Workshop on Statistical Signal Processing PB - Cardiff CY - UK ID - Puig2009 ER - TY - JOUR AU - Tseng, P. PY - 2001 DA - 2001// TI - Convergence of a block coordinate descent method for nondifferentiable minimization JO - J Optim Theory Appl VL - 109 UR - https://doi.org/10.1023/A:1017501703105 DO - 10.1023/A:1017501703105 ID - Tseng2001 ER - TY - JOUR AU - Eldar, Y. C. AU - Kuppinger, P. AU - Bölcskei, H. PY - 2010 DA - 2010// TI - Block-sparse signals: Uncertainty relations and efficient recovery JO - IEEE Trans Signal Process VL - 58 UR - https://doi.org/10.1109/TSP.2010.2044837 DO - 10.1109/TSP.2010.2044837 ID - Eldar2010 ER - TY - JOUR AU - Bach, F. R. PY - 2008 DA - 2008// TI - Consistency of the group Lasso and multiple kernel learning JO - J Mach Learn Res VL - 9 ID - Bach2008 ER - TY - JOUR AU - Nardi, Y. AU - Rinaldo, A. PY - 2008 DA - 2008// TI - On the asymptotic properties of the group Lasso estimator for linear models JO - Electron J Stat VL - 2 UR - https://doi.org/10.1214/08-EJS200 DO - 10.1214/08-EJS200 ID - Nardi2008 ER - TY - JOUR AU - Fuchs, J. -. J. PY - 2004 DA - 2004// TI - On sparse representations in arbitrary redundant bases. IEEE Trans JO - Inf Theory VL - 50 UR - https://doi.org/10.1109/TIT.2004.828141 DO - 10.1109/TIT.2004.828141 ID - Fuchs2004 ER - TY - JOUR AU - Gorodnitsky, I. AU - Rao, B. PY - 1997 DA - 1997// TI - Sparse signal reconstruction from limited data using FOCUSS: a re-weighted minimum norm algorithm JO - IEEE Trans Signal Process VL - 45 UR - https://doi.org/10.1109/78.558475 DO - 10.1109/78.558475 ID - Gorodnitsky1997 ER - TY - JOUR AU - Tropp, J. PY - 2006 DA - 2006// TI - Just relax: convex programming methods for identifying sparse signals in noise JO - IEEE Trans Inf Theory VL - 52 UR - https://doi.org/10.1109/TIT.2005.864420 DO - 10.1109/TIT.2005.864420 ID - Tropp2006 ER - TY - JOUR AU - Candes, E. J. AU - Wakin, M. B. AU - Boyd, S. PY - 2008 DA - 2008// TI - Enhancing sparsity by reweighted ℓ1 minimization JO - J Fourier Anal Appl VL - 14 UR - https://doi.org/10.1007/s00041-008-9045-x DO - 10.1007/s00041-008-9045-x ID - Candes2008 ER - TY - JOUR AU - Zou, H. AU - Li, R. PY - 2008 DA - 2008// TI - One-step sparse estimates in nonconcave penalized likelihood models JO - Annals Stat VL - 36 UR - https://doi.org/10.1214/009053607000000802 DO - 10.1214/009053607000000802 ID - Zou2008 ER - TY - JOUR AU - Tibshirani, R. AU - Saunders, M. AU - Rosset, S. AU - Zhu, J. AU - Knight, k. PY - 2005 DA - 2005// TI - Sparsity and smoothness via the fused Lasso JO - J Royal Stat Soc Ser B VL - 67 UR - https://doi.org/10.1111/j.1467-9868.2005.00490.x DO - 10.1111/j.1467-9868.2005.00490.x ID - Tibshirani2005 ER - TY - BOOK AU - Ruszczynski, A. PY - 2006 DA - 2006// TI - Nonlinear Optimization PB - Princeton University Press CY - Princeton, NJ, USA ID - Ruszczynski2006 ER -