'Regularization' presentation slideshows

Classification & Logistic Regression & maybe deep learning

1.28k views • 87 slides

Yue-Liang Wu State Key Laboratory of Theoretical Physics (SKLTP)

Quantum Structure of Field Theory. Yue-Liang Wu State Key Laboratory of Theoretical Physics (SKLTP) Kavli Institute for Theoretical Physics China ? KITPC ? Institute of Theoretical Physics, Chinese Academy of Sciences 2012.04.12. Symmetry & Quantum Field Theory.

803 views • 68 slides

Multi-Layer Perceptron (MLP)

Multi-Layer Perceptron (MLP). Neural Networks Lectures 5+6. x 1. x n. Today we will introduce the MLP and the backpropagation algorithm which is used to train it MLP used to describe any general feedforward (no recurrent connections) network

856 views • 63 slides

Backpropagation

778 views • 55 slides

Multi-Task Learning and Web Search Ranking

830 views • 52 slides

Giansalvo EXIN Cirrincione

668 views • 49 slides

Seismic tomography: Art or science?

651 views • 47 slides

Basis Expansions and Regularization Continued From Elements of Statistical Learning

Basis Expansions and Regularization Continued From Elements of Statistical Learning. (CH. 5 Part 2) Speaker: Brian Quanz ( bquanz@ittc.ku.edu ) 7/3/2008. Overview. Nonparametric Logistic Regression Multidimensional Splines Regularization and Reproducing Kernel Hilbert Spaces

747 views • 42 slides

Edge Preserving Super-Resolution Image Reconstruction

Edge Preserving Super-Resolution Image Reconstruction. Super-resolution. Out Line. Creation of Y k images. Simulate Creation Process of Target Images. ?. Simulate Creation Process of Target Images (Cont.). ?. Simulate Creation Process of Target Images (Cont.).

494 views • 37 slides

Learning Discriminative Projections for Text Similarity Measures

Learning Discriminative Projections for Text Similarity Measures. Scott Wen-tau Yih Joint work with Kristina Toutanova, John Platt, Chris Meek Microsoft Research. Cross-language Document Retrieval. Spanish Document Set. English Query Doc. Web Search & Advertising.

453 views • 28 slides

Open-Loop Dereverberation of Multichannel Room Impulse Responses

Open-Loop Dereverberation of Multichannel Room Impulse Responses. Bowon Lee, Mark A. Hasegawa-Johnson, and Camille Goudeseune Department of Electrical and Computer Engineering Beckman Institute for Advanced Science and Technology University of Illinois at Urbana-Champaign.

321 views • 24 slides

Sparse Representation

372 views • 21 slides

328 views • 20 slides

An Iterative, Projection-Based Algorithm for General Form Tikhonov Regularization

560 views • 20 slides

EWDT Symposium, Moscow , Russia, 18-21 .0 9 .2009 1

263 views • 17 slides

A Multilevel Method for Ill-Posed Problems

410 views • 16 slides

Efficient Estimation of Vibrational Thermodynamics from First-Principles Calculations

Efficient Estimation of Vibrational Thermodynamics from First-Principles Calculations. Darko Simonovic Department of Materials Science & Engineering Delft University of Technology. Outline. First-Principles (ab-initio) calculations Conventional phonon methods

275 views • 12 slides

Predicting Post-Operative Patient Gait

231 views • 9 slides

Mathematical formulation

306 views • 8 slides

Global Rotation Inversions

235 views • 6 slides