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51

[IEEE 2009 Joint 48th IEEE Conference on Decision and Control (CDC) and 28th Chinese Control Conference (CCC) - Shanghai, China (2009.12.15-2009.12.18)] Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference - Kernel regression for travel time estimation via convex optimization

Blandin, Sebastien, El Ghaoui, Laurent, Bayen, Alexandre

Year:

2009

Language:

english

File:

PDF, 1.28 MB

english, 2009

52

[IEEE 2007 American Control Conference - New York, NY, USA (2007.07.9-2007.07.13)] 2007 American Control Conference - Linear Programming with Probability Constraints - Part 2

Calafiore, Giuseppe C., El Ghaoui, Laurent

Year:

2007

Language:

english

File:

PDF, 185 KB

english, 2007

53

[IEEE 2011 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC 2011) - Orlando, FL, USA (2011.12.12-2011.12.15)] IEEE Conference on Decision and Control and European Control Conference - Graph weight design for Laplacian eigenvalue constraints with multi-agent systems applications

Shafi, S. Yusef, Arcak, Murat, El Ghaoui, Laurent

Year:

2011

Language:

english

File:

PDF, 308 KB

english, 2011

54

Sparse learning via Boolean relaxations

Pilanci, Mert, Wainwright, Martin J., El Ghaoui, Laurent

Journal:

Mathematical Programming

Year:

2015

Language:

english

File:

PDF, 446 KB

english, 2015

55

[IEEE 2007 American Control Conference - New York, NY, USA (2007.07.9-2007.07.13)] 2007 American Control Conference - Linear Programming with Probability Constraints - Part 1

Calafiore, Giuseppe C., El Ghaoui, Laurent

Year:

2007

Language:

english

File:

PDF, 194 KB

english, 2007

56

[ACM Press the 23rd international conference - Pittsburgh, Pennsylvania (2006.06.25-2006.06.29)] Proceedings of the 23rd international conference on Machine learning - ICML '06 - Convex optimization techniques for fitting sparse Gaussian graphical models

Banerjee, Onureena, Ghaoui, Laurent El, d'Aspremont, Alexandre, Natsoulis, Georges

Year:

2006

Language:

english

File:

PDF, 228 KB

english, 2006

57

Advances in Linear Matrix Inequality Methods in Control || 9. A Linear Matrix Inequality Approach to the Design of Robust H 2 Filters

El Ghaoui, Laurent, Niculescu, Silviu-lulian

Year:

2000

Language:

english

File:

PDF, 554 KB

english, 2000

58

[ACM Press the international conference - Philadelphia, Pennsylvania, USA (2010.03.29-2010.03.31)] Proceedings of the international conference on Multimedia information retrieval - MIR '10 - Discovering word associations in news media via feature selection and sparse classification

Gawalt, Brian, Jia, Jinzhu, Miratrix, Luke, El Ghaoui, Laurent, Yu, Bin, Clavier, Sophie

Year:

2010

Language:

english

File:

PDF, 674 KB

english, 2010

59

[IEEE 2014 13th International Conference on Machine Learning and Applications (ICMLA) - Detroit, MI, USA (2014.12.3-2014.12.6)] 2014 13th International Conference on Machine Learning and Applications - Iterative Hard Thresholding for Keyword Extraction from Large Text Corpora

Yadlowsky, Steve, Nakkarin, Preetum, Wang, Jingyan, Sharma, Rishi, Ghaoui, Laurent El

Year:

2014

Language:

english

File:

PDF, 182 KB

english, 2014

60

[ACM Press the 24th international conference - Corvalis, Oregon (2007.06.20-2007.06.24)] Proceedings of the 24th international conference on Machine learning - ICML '07 - Full regularization path for sparse principal component analysis

d'Aspremont, Alexandre, Bach, Francis R., Ghaoui, Laurent El

Year:

2007

Language:

english

File:

PDF, 315 KB

english, 2007

61

Advances in Linear Matrix Inequality Methods in Control || Back Matter

El Ghaoui, Laurent, Niculescu, Silviu-lulian

Year:

2000

Language:

english

File:

PDF, 1.67 MB

english, 2000

62

Advances in Linear Matrix Inequality Methods in Control || 12. Control Synthesis for Well-Posedness of Feedback Systems

El Ghaoui, Laurent, Niculescu, Silviu-lulian

Year:

2000

Language:

english

File:

PDF, 780 KB

english, 2000

63

Advances in Linear Matrix Inequality Methods in Control || 8. Robust H 2 Control

El Ghaoui, Laurent, Niculescu, Silviu-lulian

Year:

2000

Language:

english

File:

PDF, 1.16 MB

english, 2000

64

Advances in Linear Matrix Inequality Methods in Control || 7. Linear Matrix Inequality Methods for Robust H 2 Analysis: A Survey with Comparisons

El Ghaoui, Laurent, Niculescu, Silviu-lulian

Year:

2000

Language:

english

File:

PDF, 1.17 MB

english, 2000

65

Advances in Linear Matrix Inequality Methods in Control || 2. Mixed Semidefinite—Quadratic—Linear Programs

El Ghaoui, Laurent, Niculescu, Silviu-lulian

Year:

2000

Language:

english

File:

PDF, 745 KB

english, 2000

66

Advances in Linear Matrix Inequality Methods in Control || 17. Multiobjective Control for Robot Telemanipulators

El Ghaoui, Laurent, Niculescu, Silviu-lulian

Year:

2000

Language:

english

File:

PDF, 807 KB

english, 2000

67

Advances in Linear Matrix Inequality Methods in Control || Front Matter

El Ghaoui, Laurent, Niculescu, Silviu-lulian

Year:

2000

Language:

english

File:

PDF, 1008 KB

english, 2000

68

Advances in Linear Matrix Inequality Methods in Control || 5. Parametric Lyapunov Functions for Uncertain Systems: The Multiplier Approach

El Ghaoui, Laurent, Niculescu, Silviu-lulian

Year:

2000

Language:

english

File:

PDF, 625 KB

english, 2000

69

Advances in Linear Matrix Inequality Methods in Control || 14. Bilinearity and Complementarity in Robust Control

El Ghaoui, Laurent, Niculescu, Silviu-lulian

Year:

2000

Language:

english

File:

PDF, 1.21 MB

english, 2000

70

Advances in Linear Matrix Inequality Methods in Control || 4. sdpsol: A Parser/Solver for Semidefinite Programs with Matrix Structure

El Ghaoui, Laurent, Niculescu, Silviu-lulian

Year:

2000

Language:

english

File:

PDF, 920 KB

english, 2000

71

Linear Matrix Inequalities in System and Control Theory || 9. Systems with Multiplicative Noise

Boyd, Stephen, El Ghaoui, Laurent, Feron, Eric, Balakrishnan, Venkataramanan

Year:

1994

Language:

english

File:

PDF, 350 KB

english, 1994

72

Advances in Linear Matrix Inequality Methods in Control || 3. Nonsmooth Algorithms to Solve Semidefinite Programs

El Ghaoui, Laurent, Niculescu, Silviu-lulian

Year:

2000

Language:

english

File:

PDF, 1.01 MB

english, 2000

73

Advances in Linear Matrix Inequality Methods in Control || 15. Linear Controller Design for the NEC Laser Bonder via Linear Matrix Inequality Optimization

El Ghaoui, Laurent, Niculescu, Silviu-lulian

Year:

2000

Language:

english

File:

PDF, 591 KB

english, 2000

74

Advances in Linear Matrix Inequality Methods in Control || 10. Robust Mixed Control and Linear Parameter-Varying Control with Full Block Scalings

El Ghaoui, Laurent, Niculescu, Silviu-lulian

Year:

2000

Language:

english

File:

PDF, 994 KB

english, 2000

75

Advances in Linear Matrix Inequality Methods in Control || 6. Optimization of Integral Quadratic Constraints

El Ghaoui, Laurent, Niculescu, Silviu-lulian

Year:

2000

Language:

english

File:

PDF, 910 KB

english, 2000

76

[IEEE 2012 Eleventh International Conference on Machine Learning and Applications (ICMLA) - Boca Raton, FL (2012.12.12-2012.12.15)] 2012 11th International Conference on Machine Learning and Applications - Predicting Congressional Votes Based on Campaign Finance Data

Smith, S., Jae Yeon Baek,, Zhaoyi Kang,, Song, D., El Ghaoui, Laurent, Frank, M.

Year:

2012

Language:

english

File:

PDF, 444 KB

english, 2012

77

SPIE Proceedings [SPIE Smart Materials and MEMS - Melbourne, Australia (Wednesday 13 December 2000)] Smart Electronics and MEMS II - Process variation analysis for MEMS design

Schenato, Luca, Wu, Wei-Chung, El Ghaoui, Laurent, Pister, Kristofer S. J., Abbott, Derek, Varadan, Vijay K., Boehringer, Karl F.

Year:

2001

Language:

english

File:

PDF, 269 KB

english, 2001

78

Robust Control of Markov Decision Processes with Uncertain Transition Matrices

Arnab Nilim and Laurent El Ghaoui

Journal:

Operations Research

Year:

2005

Language:

english

File:

PDF, 3.42 MB

english, 2005

79

IDENTIFICATION OF RELIABLE PREDICTOR MODELS FOR UNKNOWN SYSTEMS: A DATA-CONSISTENCY APPROACH BASED ON LEARNING THEORY

Calafiore, Giuseppe, Campi, M.C., Ghaoui, Laurent El

Journal:

IFAC Proceedings Volumes

Year:

2002

Language:

english

File:

PDF, 542 KB

english, 2002

80

Concise comparative summaries (CCS) of large text corpora with a human experiment

Jia, Jinzhu, Miratrix, Luke, Yu, Bin, Gawalt, Brian, El Ghaoui, Laurent, Barnesmoore, Luke, Clavier, Sophie

Journal:

The Annals of Applied Statistics

Year:

2014

Language:

english

File:

PDF, 705 KB

english, 2014

81

[IEEE 2016 IEEE 55th Conference on Decision and Control (CDC) - Las Vegas, NV, USA (2016.12.12-2016.12.14)] 2016 IEEE 55th Conference on Decision and Control (CDC) - A tractable numerical strategy for robust MILP and application to energy management

PAUPHILET, Jean, KINER, Diego, FAILLE, Damien, EL GHAOUI, Laurent

Year:

2016

Language:

english

File:

PDF, 318 KB

english, 2016

82

Output L 2 Control of Jump Systems: An LMI Approach

Niculescu, Silviu-iulian, Aït-Rami, Mustapha, El Ghaoui, Laurent

Journal:

IFAC Proceedings Volumes

Year:

1997

Language:

english

File:

PDF, 1.06 MB

english, 1997

83

Identification of ARX Models with Time-Varying Bounded Parameters: A Semidefinite Programming Approach

El Ghaoui, Laurent, Calafiore, Giuseppe

Journal:

IFAC Proceedings Volumes

Year:

2000

Language:

english

File:

PDF, 1.42 MB

english, 2000

84

Robust Optimization

El Ghaoui, Laurent

Journal:

IFAC Proceedings Volumes

Year:

1997

Language:

english

File:

PDF, 912 KB

english, 1997

85

Decision Problems with Uncertainty: A Convex Optimization Approach

Laurent El Ghaoui,

Journal:

IFAC Proceedings Volumes

Year:

1997

Language:

english

File:

PDF, 1.72 MB

english, 1997

86

Multiobjective Robust Control Toolbox for LMI-Based Control

Dussy, Stephane, Ghaoui, Laurent El

Journal:

IFAC Proceedings Volumes

Year:

1997

Language:

english

File:

PDF, 1.39 MB

english, 1997

87

Multi-Objective Robust Measurement-scheduling for Discrete-Time Systems: An LMI Approach

Dussy, Stéphane, Ghaoui, Laurent El

Journal:

IFAC Proceedings Volumes

Year:

1997

Language:

english

File:

PDF, 1.40 MB

english, 1997

88

Sparse Identification of Polynomial and Posynomial Models

Calafiore, Giuseppe Carlo, Ghaoui, Laurent El, Novara, Carlo

Journal:

IFAC Proceedings Volumes

Year:

2014

Language:

english

File:

PDF, 344 KB

english, 2014

89

BOUNDED UNCERTAINTY MODELS IN FINANCE: PARAMETER ESTIMATION AND FORECASTING

Ghaoui, Laurent El, Calafiore, Giuseppe

Journal:

IFAC Proceedings Volumes

Year:

2002

Language:

english

File:

PDF, 139 KB

english, 2002

90

Robust Optimization () || Chapter Fourteen. Robust Adjustable Multistage Optimization

Ben-Tal, Aharon, El Ghaoui, Laurent, Nemirovski, Arkadi

Year:

2009

Language:

english

File:

PDF, 786 KB

english, 2009

91

Topic analysis in news via sparse learning: a case study on the 2016 US presidential elections

Calafiore, Giuseppe C., Ghaoui, Laurent El, Preziosi, Alessandro, Russo, Luigi

Journal:

IFAC-PapersOnLine

Year:

2017

Language:

english

File:

PDF, 1.19 MB

english, 2017

92

A Direct Formulation for Sparse PCA Using Semidefinite Programming

d'Aspremont, Alexandre, El Ghaoui, Laurent, Jordan, Michael I., Lanckriet, Gert R.

Journal:

SSRN Electronic Journal

Year:

2004

Language:

english

File:

PDF, 147 KB

english, 2004

93

Robust Optimization () || Chapter Three. Globalized Robust Counterparts of Uncertain LO Problems

Ben-Tal, Aharon, El Ghaoui, Laurent, Nemirovski, Arkadi

Year:

2009

Language:

english

File:

PDF, 3.11 MB

english, 2009

94

Robust Optimization () || Chapter Six. Uncertain Conic Quadratic Problems with Tractable RCs

Ben-Tal, Aharon, El Ghaoui, Laurent, Nemirovski, Arkadi

Year:

2009

File:

PDF, 518 KB

2009

95

Robust Optimization () || Chapter Three. Globalized Robust Counterparts of Uncertain LO Problems

Ben-Tal, Aharon, El Ghaoui, Laurent, Nemirovski, Arkadi

Year:

2009

File:

PDF, 3.11 MB

2009

96

Robust Optimization () || Chapter Eleven. Globalized Robust Counterparts of Uncertain Conic Problems

Ben-Tal, Aharon, El Ghaoui, Laurent, Nemirovski, Arkadi

Year:

2009

Language:

english

File:

PDF, 540 KB

english, 2009

97

Robust Optimization () || Chapter Thirteen. Robust Markov Decision Processes

Ben-Tal, Aharon, El Ghaoui, Laurent, Nemirovski, Arkadi

Year:

2009

Language:

english

File:

PDF, 454 KB

english, 2009

98

Robust Optimization () || Chapter Five. Uncertain Conic Optimization: The Concepts

Ben-Tal, Aharon, El Ghaoui, Laurent, Nemirovski, Arkadi

Year:

2009

File:

PDF, 350 KB

2009