[UAI] Postdoc positions KU Leuven (ERC Advanced grant E-DUALITY)

The research group KU Leuven ESAT-STADIUS is currently offering 2 Postdoc (1 year, extendable) positions within the framework of the ERC (European Research Council) Advanced Grant E-DUALITY http://www.esat.kuleuven.be/stadius/E (PI: Johan Suykens) on Exploring Duality for Future Data-driven

[UAI] Postdoc positions KU Leuven (ERC Advanced grant E-DUALITY)

The research group KU Leuven ESAT-STADIUS is currently offering 2 Postdoc (1 year, extendable) positions within the framework of the ERC (European Research Council) Advanced Grant E-DUALITY http://www.esat.kuleuven.be/stadius/E (PI: Johan Suykens) on Exploring Duality for Future Data-driven

[UAI] PhD and Postdoc positions KU Leuven: Optimization frameworks for deep kernel machines

machines (promotors: Prof. Johan Suykens and Prof. Panos Patrinos). Deep learning and kernel-based learning are among the very powerful methods in machine learning and data-driven modelling. From an optimization and model representation point of view, training of deep feedforward neural

[UAI] PhD and Postdoc positions KU Leuven (ERC Advanced grant E-DUALITY)

The research group KU Leuven ESAT-STADIUS is currently offering 3 PhD and 3 Postdoc (1 year, extendable) positions within the framework of the ERC (European Research Council) Advanced Grant E-DUALITY http://www.esat.kuleuven.be/stadius/E (PI: Johan Suykens) on Exploring Duality for Future

[UAI] matrix SVD and kernel methods

sed in the kernel trick); - nonlinear extensions are shown to the matrix SVD - kernel PCA corresponds to a special case of the formulations, related to the case of a square symmetric matrix. Best regards, Johan Suykens -- Prof. Johan Suykens Katholieke Universit

[UAI] new theory Deep Learning and Kernel Machines

ure Duality'', Internal Report 16-50, ESAT-SISTA, KU Leuven (Leuven, Belgium), 2016 Best regards, Johan Suykens -- Prof. Dr.ir. Johan Suykens Katholieke Universiteit Leuven Departement Elektrotechniek - ESAT-STADIUS Kasteelpark Arenberg 10 B-3001 Leuven (Heverlee)

[UAI] Postdoc positions ERC Advanced Grant A-DATADRIVE-B

The research group KU Leuven ESAT-STADIUS is currently offering 2 Postdoc positions (1-year) within the framework of the ERC (European Research Council) Advanced Grant A-DATADRIVE-B (PI: Johan Suykens) http://www.esat.kuleuven.be/stadius/ADB on Advanced Data-Driven Black-box modelling. The

[UAI] Postdoc positions ERC Advanced Grant A-DATADRIVE-B

The research group KU Leuven ESAT-STADIUS is currently offering 2 Postdoc positions (1-year, extendable) within the framework of the ERC Advanced Grant A-DATADRIVE-B (PI: Johan Suykens) http://www.esat.kuleuven.be/stadius/ADB on Advanced Data-Driven Black-box modelling. The research

[UAI] book announcement

Regularization, Optimization, Kernels, and Support Vector Machines Editors: Johan A.K. Suykens, Marco Signoretto, Andreas Argyriou Chapman and Hall/CRC, Machine Learning & Pattern Recognition series, Boca Raton, USA, Oct 2014 http://www.crcpress.com/product/isbn/9781482241396 Chapter contribu

[UAI] TCMM 2014 - Final call for participation

. Organizing committee: Marco Signoretto, Department of Electrical Engineering, KU Leuven Johan Suykens, Department of Electrical Engineering, KU Leuven Vilen Jumutc, Department of Electrical Engineering, KU Leuven ___ uai mailing list uai@ENGR.ORST.EDU https

[UAI] TCMM 2014 - deadline extension

Signoretto, Department of Electrical Engineering, KU Leuven Johan Suykens, Department of Electrical Engineering, KU Leuven Vilen Jumutc, Department of Electrical Engineering, KU Leuven FURTHER INFORMATION see http://www.esat.kuleuven.be/stadius/tcmm2014

[UAI] TCMM 2014 - Last Call for Abstract and Demo Contributions

Technical Computing - Ewout van den Berg, IBM T.J. Watson Research Center: Tools and Techniques for Sparse Optimization and Beyond ORGANIZING COMMITTEE Marco Signoretto, Department of Electrical Engineering, KU Leuven Johan Suykens, Department of Electrical Engineering, KU Leuven Vilen Jumutc

[UAI] TCMM 2014 - September 8-12, 2014 - Leuven, Belgium

, European Molecular Biology Laboratory (EMBL) Stefan Karpinski, MIT Graham Taylor, School of Engineering, University of Guelph Ewout van den Berg, IBM T.J. Watson Research Center Organizing committee: Marco Signoretto, Department of Electrical Engineering, KU Leuven Johan Suykens, Department of

[UAI] Postdoc positions KU Leuven ESAT

The research group KU Leuven ESAT-STADIUS is currently offering 2 Postdoc positions (1-year, extendable) within the framework of the ERC Advanced Grant A-DATADRIVE-B http://www.esat.kuleuven.be/stadius/ADB (PI: Johan Suykens). The research positions relate to the following possible topics

[UAI] ROKS 2013 videos

The ROKS 2013 videos are now available on http://videolectures.net/roks2013_leuven/ http://www.esat.kuleuven.be/stadius/ROKS2013/ Invited talks: Francis Bach, INRIA "Large-scale Convex Optimization for Machine Learning" Stephen Boyd, Stanford University "Domain-Specific Languages for Large-Sc

Re: [UAI] Fwd: RE: Research indicating that we will have true artificial intelligence in the next 10 to 100 years

principle, Phys. Rev. A 87, 052134 (2013) http://pra.aps.org/abstract/PRA/v87/i5/e052134 http://homes.esat.kuleuven.be/~sistawww/cgi-bin/newsearch.pl?Name=Suykens+J which may hopefully contribute to further bridging of different fields related to intelligence. Best regards, Johan ---

[UAI] Last call for abstracts - ROKS 2013 - Leuven July 8-10, 2013

2013 - International Workshop ROKS-2013: July 8-10, 2013 ORGANIZING COMMITTEE Chair: Johan Suykens (KU Leuven) Andreas Argyriou (Ecole Centrale Paris), Kris De Brabanter (KU Leuven), Moritz Diehl (KU Leuven), Kristiaan Pelckmans (Uppsala University), Marco Signoretto (KU Leuven), Vanya Van Belle

[UAI] Last call for abstracts - ROKS 2013 - Leuven July 8-10, 2013

2013 - International Workshop ROKS-2013: July 8-10, 2013 ORGANIZING COMMITTEE Chair: Johan Suykens (KU Leuven) Andreas Argyriou (Ecole Centrale Paris), Kris De Brabanter (KU Leuven), Moritz Diehl (KU Leuven), Kristiaan Pelckmans (Uppsala University), Marco Signoretto (KU Leuven), Vanya Van Belle

[UAI] International workshop ROKS-2013, July 8-10, 2013, Leuven

abstract submission website opens: Jan 9, 2013 - Deadline extended abstract submission: March 4, 2013 - Notification of acceptance: April 8, 2013 - Deadline for registration: June 3, 2013 - International Workshop ROKS-2013: July 8-10, 2013 ORGANIZING COMMITTEE Chair: Johan Suykens (KU Leuven) Andreas