PARAMETER CHOICE STRATEGIES FOR MULTI-PENALTY REGULARIZATION MASSIMO FORNASIER , VALERIYA NAUMOVA , AND SERGEI V. PEREVERZYEV Abstract. The widespread applicability of the multi-penalty regularization is limited by the f

Source URL: www-m15.ma.tum.de

Compression of Propositional Resolution Proofs via Partial Regularization? Pascal Fontaine, Stephan Merz, and Bruno Woltzenlogel Paleo University of Nancy and INRIA, Nancy, France {Pascal.Fontaine,Stephan.Merz,Bruno.Wolt

Source URL: www.montefiore.ulg.ac.be

REGULARIZATION OF CONTEXT-DEPENDENT DEEP NEURAL NETWORKS WITH CONTEXT-INDEPENDENT MULTI-TASK TRAINING Peter Bell and Steve Renals Centre for Speech Technology Research, University of Edinburgh, Edinburgh EH8 9AB, UK ABST

Source URL: www.cstr.ed.ac.uk

• Artificial neural networks
• Machine learning
• Artificial intelligence
• Applied mathematics
• Speech recognition
• Boltzmann machine
• Recurrent neural network
• Multi-task learning
• Deep belief network
• Backpropagation
• Acoustic model
• Language model

PARAMETER CHOICE STRATEGIES FOR MULTI-PENALTY REGULARIZATION MASSIMO FORNASIER , VALERIYA NAUMOVA , AND SERGEI V. PEREVERZYEV Abstract. The widespread applicability of the multi-penalty regularization is limited by the f

Source URL: www-m15.ma.tum.de

Compression of Propositional Resolution Proofs via Partial Regularization? Pascal Fontaine, Stephan Merz, and Bruno Woltzenlogel Paleo University of Nancy and INRIA, Nancy, France {Pascal.Fontaine,Stephan.Merz,Bruno.Wolt

Source URL: www.montefiore.ulg.ac.be

REGULARIZATION BY FREE ADDITIVE CONVOLUTION, SQUARE AND RECTANGULAR CASES SERBAN BELINSCHI, FLORENT BENAYCH-GEORGES AND ALICE GUIONNET Abstract. The free convolution
is the binary operation on the set of probability me

Source URL: www.umpa.ens-lyon.fr

Speeding up MAP with Column Generation and Block Regularization David Belanger Alexandre Passos Sebastian Riedel

Source URL: www.riedelcastro.org

A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization Jacob Abernethy (UC Berkeley, USA) Francis Bach (Ecole normale sup´erieure, France) Theodoros Evgeniou (INSEAD, France) Jean-Ph

Source URL: snowbird.djvuzone.org

Multi-Label Learning with Posterior Regularization Xi Victoria Lin, Sameer Singh, Luheng He, Ben Taskar, Luke Zettlemoyer Computer Science & Engineering University of Washington {xilin,sameer,luheng,lsz}@cs.washington.e

Source URL: homes.cs.washington.edu

Low Rank Priors for Color Image Regularization Thomas M¨ollenhoff, Evgeny Strekalovskiy, Michael M¨oller, and Daniel Cremers Department of Computer Science, Technical University of Munich, Germany Abstract. In this wo

Source URL: vision.in.tum.de