Stat 991: Multivariate Analysis, Dimensionality Reduction, and Spectral Methods Lecture: 23A Matrix Concentration Derivations Instructor: Sham Kakade

Source URL: stat.wharton.upenn.edu

HOUSECS 59.01: APPLIED MACHINE LEARNING Programming Assignment #2: Classification & Dimensionality Reduction GUIDELINES: Students are expected to adhere to the Duke Community Standard. If a student is responsible for aca

Source URL: shreygupta.me

Dimensionality Reduction Using the Sparse Linear Model Todd Zickler Harvard SEAS Cambridge, MA 02138

Source URL: vision.seas.harvard.edu

Generative Models for Dimensionality Reduction: Probabilistic PCA and Factor Analysis Piyush Rai Machine Learning (CS771A) Oct 5, 2016

Source URL: cse.iitk.ac.in

Linear Dimensionality Reduction: Principal Component Analysis Piyush Rai Machine Learning (CS771A) Sept 2, 2016

Source URL: cse.iitk.ac.in

SeekAView: An Intelligent Dimensionality Reduction Strategy for Navigating High-Dimensional Data Spaces Josua Krause, Aritra Dasgupta, Jean-Daniel Fekete, and Enrico Bertini Abstract— Dealing with the curse of dimensio

Source URL: josuakrause.github.io

A Behavioral Investigation of Dimensionality Reduction Joshua M. Lewis Laurens van der Maaten Virginia R. de Sa

Source URL: lvdmaaten.github.io

LINEAR DISCRIMINANT ANALYSIS ALGORITHMS Pedro Miguel Correia Guerreiro Instituto Superior Técnico ABSTRACT We propose new algorithms for computing linear discriminants to perform data dimensionality reduction from Rn to

Source URL: users.isr.ist.utl.pt

Encoding transliteration variation through dimensionality reduction: FIRE Shared Task on Transliterated Search Parth Gupta1 , Paolo Rosso1 , and Rafael E. Banchs2 1

Source URL: www.isical.ac.in

PROBABILISTIC MODELING OF GENE REGULATORY NETWORKS FROM DATA Thesis submitted for the degree “Doctor of Philosophy”

Source URL: www.cs.huji.ac.il

• Statistics
• Networks
• Learning
• Systems science
• Statistical models
• Systems biology
• Machine learning
• Bayesian network
• Gene regulatory network
• Nir Friedman
• Gaussian process
• Nonlinear dimensionality reduction