STADIUS's Publications: Search Result

Publications

Search result

Your search parameters are:

Authors

• Suykens

Title

Fokker|coupled|decomposition|distributed

94-57

Suykens J.A.K., Vandewalle J., ``A Fokker-Planck learning machine for global optimization'', Technical Report 94-57, ESAT-STADIUS, KU Leuven (Leuven, Belgium), 1994.
Lirias number: 180050.

94-82

Suykens J.A.K., Vandewalle J., ``Nonconvex optimization using a Fokker-Planck learning machine'', in Proc. of the 12th European Conference on Circuit Theory, Design (ECCTD'95), Istanbul, Turkey, Aug. 1995, pp. 983-986.
Lirias number: 180013.

96-89

Suykens J.A.K., Verrelst H.K.G., Vandewalle J., ``RBF networks and the Fokker-Planck learning machine'', Technical Report 96-89, ESAT-STADIUS, KU Leuven (Leuven, Belgium), 1996.
Lirias number: 179542.

97-11

Munuzuri A., Suykens J.A.K., Chua L., ``Transition from chaos to periodicity in large homogeneous arrays of coupled nonlinear cells'', Technical Report 97-11, ESAT-STADIUS, KU Leuven (Leuven, Belgium), 1997.
Lirias number: 179533.

97-32

Suykens J.A.K., Verrelst H., Vandewalle J., ``On-line learning Fokker-Planck Machine'', Neural Processing Letters, vol. 7, no. 2, Apr. 1998, pp. 81-89.
Lirias number: 72690.

98-21

Suykens J.A.K., Verrelst H., Cambre J., Vandewalle J., ``Information Geometry and the Fokker-Planck Machine'', Technical Report 98-21, ESAT-STADIUS, KU Leuven (Leuven, Belgium), 1998.
Lirias number: x.

98-39

Verrelst H., Suykens J.A.K., Vandewalle J., ``The Fokker-Planck machine as deterministic ensemble annealing'', Technical Report 98-39, ESAT-STADIUS, KU Leuven (Leuven, Belgium), 1998.
Lirias number: 179169.

98-48

Verrelst H., Suykens J.A.K., Vandewalle J., De Moor B., ``Bayesian Learning and the Fokker-Planck machine'', in Proc. of the International Workshop on Advanced Black-box Techniques for Nonlinear Modeling, Leuven, Belgium, Jul. 1998, pp. 55-61.
Lirias number: 179162.

00-124

Suykens J.A.K., Vandewalle J., De Moor B., ``Intelligence and Cooperative Search by Coupled Local Minimizers'', International Journal of Bifurcation and Chaos, vol. 11, no. 8, aug. 2001, pp. 2133-2144.
Lirias number: 269558.

01-08

Suykens J.A.K., ``Learning and generalization by coupled local minimizers'', in Proc. of the International Joint Conference on Neural Networks - invited talk (IJCNN'01), Washington DC, USA, Jul. 2001, pp. 337-341.
Lirias number: 178684.

01-111

Teugels A., De Roeck G., Suykens J.A.K., ``Updating of finite element models using coupled local minimizers (CLM)'', in Proc. of the 3rd International Conference on Identification in Engineering Systems, Swansea, UK, Apr. 2002, pp. 280-289.
Lirias number: 182356.

01-114

Suykens J.A.K., Vandewalle J., ``Coupled local minimizers : alternative formulations and extensions'', in Proc. of the World Congress on Computational Intelligence- International Joint Conference on Neural Networks (WCCI-IJCNN 2002), Honolulu, USA, May 2002, pp. 2039-2043.
Lirias number: 182355.

02-88

Teughels A., De Roeck G., Suykens J.A.K., ``Global optimization in FEM updating by coupled local minimizers'', in Proc. of the International Conference on Noise and Vibration Engineering (ISMA 2002), Leuven, Belgium, Sep. 2002.
Lirias number: 182077.

02-143

Teughels A., De Roeck G., Suykens J.A.K., ``Global optimization by coupled local minimizers and its applications to FE model updating'', Computers and Structures, vol. 81, no. 24-25, sep. 2003, pp. 2337-2351.
Lirias number: 36459.

02-197

Suykens J.A.K., Yalcin M.E., Vandewalle J., ``Coupled Chaotic Simulated Annealing Processes'', in Proc. of the 2003 IEEE International Symposium on Circuits and Systems (ISCAS), Bangkok, Thailand, May 2003, pp. II-582--III-585.
Lirias number: 181730.

03-12

Hamers B., Suykens J.A.K., Leemans V., De Moor B., ``Ensemble Learning of Coupled Parmeterised Kernel Models'', in Supplementary Proc. of the International Conference on Artificial Neural Networks and International Conference on Neural Information Processing (ICANN/ICONIP), Istanbul, Turkey, Jun. 2003, pp. 130-133.
Lirias number: 181460.

03-172

Hamers B., Suykens J.A.K., De Moor B., ``Coupled Transductive Ensemble Learning of Kernel Models'', Technical Report 03-172, ESAT-STADIUS, KU Leuven (Leuven, Belgium), 2003.
Lirias number: 72676.

06-07

Xavier de Souza S., Suykens J.A.K., Vandewalle J., Bolle D., ``Coupled Simulated Annealing for Continuous Global Optimization'', Technical Report 06-07, ESAT-STADIUS, KU Leuven (Leuven, Belgium), 2006.
Lirias number: x.

06-23

Xavier de Souza S., Suykens J.A.K., Vandewalle J., Bolle D., ``Cooperative Behavior in Coupled Simulated Annealing Processes with Variance Control'', in Proc. of the International Symposium on Nonlinear Theory and its Applications (NOLTA2006) (NOLTA2006), Bologna, Italy, Sep. 2006, pp. 879-882.
Lirias number: 181174.

06-70

Gunel S., Suykens J.A.K., Vandewalle J., ``Global Optimization with Coupled Local Minimizers Excited by GaussianWhite Noise'', in Proc. of the 2006 International Symposium on Nonlinear Theory and its Applications (NOLTA2006), Bologna, Italy, Sep. 2006, pp. 743-746.
Lirias number: 180909.

07-193

Xavier de Souza S., Suykens J.A.K., Vandewalle J., Bolle D., ``Coupled Simulated Annealing'', IEEE Transactions on Systems, Man, and Cybernetics - Part B, vol. 40, no. 2, Apr. 2010, pp. 320 - 335.
Lirias number: 242252.

07-231

Alzate C., Suykens J. A. K., ``Sparse Kernel Models for Spectral Clustering Using the Incomplete Cholesky Decomposition'', in Proc. of the 2008 International Joint Conference on Neural Networks (IJCNN 2008), Hong Kong, China, Jun. 2008, pp. 3555-3562.
Lirias number: 219317.

08-07

Necoara I., Suykens J.A.K., ``Application of a smoothing technique to decomposition in convex optimization'', IEEE Transactions on Automatic Control, vol. 53, no. 11, Dec. 2008, pp. 2674-2679.
Lirias number: 219318.

08-08

Necoara I., Suykens J.A.K., ``A proximal center-based decomposition method for multi-agent convex optimization'', in Proc. of the IEEE Conference on Decision and Control (CDC 2008), Cancun, Mexic, Dec. 2008.
Lirias number: 219319.

08-32

Necoara I., Doan D., Suykens J.A.K., ``Application of the proximal center decomposition method to distributed model predictive control'', in Proc. of the IEEE Conference on Decision and Control (CDC 2008), Cancun, Mexic, Dec. 2008.
Lirias number: 219321.

08-150

Necoara I., Suykens J.A.K., ``Interior-Point Lagrangian Decomposition Method for Separable Convex Optimization'', Journal of Optimization Theory and Applications, vol. 143, no. 3, Dec. 2009, pp. 567-588.
Lirias number: 242408.

09-37

Tsiaflakis P., Necoara I., Suykens J.A.K., Moonen M., ``An improved dual decomposition approach to DSL dynamic spectrum management'', in Proc. of the 17th European Signal Processing Conference (EUSIPCO), Glasgow, Scotland, Aug. 2009, pp. 1-5.
Lirias number: 242671.

09-48

Necoara I., Savorgnan C., Tran Dinh Q., Suykens J.A.K., Diehl M., ``Distributed Nonlinear Optimal Control using Sequential Convex Programming and Smoothing Techniques'', in 48th IEEE Conference on Decision and Control (CDC 2009),Shanghai China 2009, 6 p.
Lirias number: 243260.

09-49

Necoara I., Dumitrache I., Suykens J.A.K., ``Smoothing Techniques for Distributed Model Predictive Algorithms in Networks'', in Proc. of the 8th IFAC Workshop on Time Delay Systems (IFAC-TDS 2009), Sinaia, Romania, Sep. 2009, pp. .
Lirias number: 243261.

09-50

Necoara I., Suykens J.A.K., ``A dual interior-point distributed algorithm for large-scale data networks optimization'', in Proc. of the European Control Conference 2009 (ECC 2009), Budapest, Hungary, Aug. 2009, pp. .
Lirias number: 243262.

09-51

Necoara I., Suykens J.A.K., ``An Interior Point Lagrangian Decomposition Method for Convex Programming'', in 20th Meeting of the International Symposium on Mathematical Programming ISMP 2009 Chicago US, Aug. 2009, 20 p.
Lirias number: 243263.

09-68

Tsiaflakis P., Necoara I., Suykens J.A.K., Moonen M., ``Improved Dual Decomposition Based Optimization for DSL Dynamic Spectrum Management'', IEEE Transactions on Signal Processing, vol. 58, no. 4, Apr. 2010, pp. 2230-2245.
Lirias number: 243270.

10-88

Necoara I., Dumitrache I., Suykens J.A.K., ``Fast primal-dual projected linear iterations for distributed consensus in constrained convex optimization'', in Proc. of the 49th IEEE Conference on Decision and Control (CDC 2010), Atlanta, US, Dec. 2010, pp. 1366-1371.
Lirias number: 305652.

10-126

Necoara I., Dumitrache I., Suykens J.A.K., ``Fast primal-dual distributed projected linear iterations for constrained consensus'', Technical Report 10-126, ESAT-STADIUS, KU Leuven (Leuven, Belgium), 2010.
Lirias number: x.

10-261

Lou X., Suykens J.A.K., ``Adaptive synchronizability of coupled oscillators with switching'', in 24th Chinese Control and Decision Conference, CCDC 2012, vol. *, no. *, May 2012, pp. 330-334.
Lirias number: 339595.

10-262

Lou X., Suykens J.A.K., ``Stability of coupled local minimizers within the Lagrange programming network framework'', IEEE Transactions on Circuits and Systems-I, vol. 60, no. 2, Feb. 2013, pp. 377-388.
Lirias number: 344646.

11-66

Necoara I., Dumitrache I., Suykens J.A.K., ``Smoothing Techniques-Based Distributed Model Predictive Control Algorithms for Networks'', in Chapter in Time Delay Systems: Methods, Applications and New Trends, (Sipahi R., Vyhlidal T., Niculescu S.-I., and Pepe P., eds.), vol. 423 of Lecture Notes in Control and Information Sciences, Springer, 2012, pp. 307-318.
Lirias number: 355621.

12-43

Lou X., Suykens J.A.K., ``Hybrid Coupled Local Minimizers'', IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 61, no. 2, Feb. 2014, pp. 542-551.
Lirias number: 411100.

12-203

Arnout S., Suykens J.A.K., Degrande G., De Roeck G., Lombaert G., ``Structural optimization using coupled local minimizers'', Technical Report 12-203, ESAT-STADIUS, KU Leuven (Leuven, Belgium), 2012.
Lirias number: x.

15-126

Jumutc V., Langone R., Suykens J.A.K., ``Regularized and Sparse Stochastic K-Means for Distributed Large-Scale Clustering'', in Proc. of the IEEE International Conference on Big Data (IEEE Big Data 2015), Santa Clara, California (USA), Oct. 2015, pp. 2535-2540.
Lirias number: 510300.

15-162

Langone R., Van Barel M., Suykens J. A. K., ``Entropy-based Incomplete Cholesky Decomposition for a Scalable Spectral Clustering Algorithm: Computational Studies and Sensitivity Analysis'', Entropy, Special Issue on Information Theoretic Learning, vol. 18, no. 182, Jun. 2016, pp. 1-15.
Lirias number: 542281.

16-02

Jumutc V., Langone R., Suykens J.A.K., ``Regularized and Distributed Stochastic K-Means in the Presence of Outliers'', Technical Report 16-02, ESAT-STADIUS, KU Leuven (Leuven, Belgium), 2016.
Lirias number: x.

23-95

Michiels J., De Vos M., Suykens J.A.K., ``Explaining the Model and Feature Dependencies by Decomposition of the Shapley Value'', Technical Report 23-95, ESAT-STADIUS, KU Leuven (Leuven, Belgium), 2023.
Lirias number: x.

24-61

Tao Q., Tonin F., Lambert A., Chen Y., Patrinos P., Suykens J.A.K., ``Learning in Feature Spaces via Coupled Covariances: Asymmetric Kernel SVD and Nystrom method'', Technical Report 24-61, ESAT-STADIUS, KU Leuven (Leuven, Belgium), 2024. Accepted for publication in The 41st International Conference on Machine Learning (ICML), pp. 1-17.
Lirias number: 4157925.