IntervalRank — Isotonic Regression with Listwise and Pairwise Constraints ∗ Taesup Moon, Alex Smola , Yi Chang, Zhaohui Zheng Yahoo! Labs

Source URL: www.yichang-cs.com

• Machine learning
• Operations research
• Information retrieval
• Learning to rank
• Convex optimization
• Supervised learning
• Gradient boosting
• Lagrange multiplier
• BFGS method
• Mathematical optimization
• Mathematics
• Mathematical analysis

New Support Vector Algorithms Bernhard Scholkopf, GMD 1 Alex J. Smola, GMD 2 Robert Williamson, Australian National University 3 Peter Bartlett, Australian National University 4

Source URL: users.cecs.anu.edu.au

• Statistical classification
• Support vector machine
• Least squares
• Robust statistics
• Variance
• Quantile regression
• Least squares support vector machine
• Statistics
• Regression analysis
• Econometrics

IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 100, NO. 10, OCTOBER[removed]Online Learning with Kernels Jyrki Kivinen, Alexander J. Smola, and Robert C. Williamson, Member, IEEE

Source URL: users.cecs.anu.edu.au

• Algebra
• Representation theory of Lie algebras
• Weight
• Spectral theory
• Ordinary differential equations
• Spectral theory of ordinary differential equations
• Abstract algebra
• Representation theory of Lie groups
• Mathematical analysis

Kernel Measures of Independence for non-iid Data Xinhua Zhang (ANU & NICTA), Le Song (CMU) Arthur Gretton (MPI Tübingen), Alex Smola (Yahoo! Research) W39

Source URL: users.cecs.anu.edu.au

Superkernels Cheng Soon Ong, Alexander J. Smola, Robert C. Williamson Research School of Information Sciences and Engineering The Australian National University Canberra, 0200 ACT, Australia

Source URL: users.cecs.anu.edu.au

• Operator theory
• Hilbert space
• Linear algebra
• Fourier analysis
• Reproducing kernel Hilbert space
• Positive-definite kernel
• Kernel
• Support vector machine
• Multiplier
• Algebra
• Mathematics
• Mathematical analysis

Online Learning with Kernels Jyrki Kivinen Alex J. Smola Robert C. Williamson Research School of Information Sciences and Engineering

Source URL: users.cecs.anu.edu.au

• Statistical theory
• Computational statistics
• Neural networks
• Computational neuroscience
• Support vector machine
• Stochastic gradient descent
• Perceptron
• Loss function
• Robust statistics
• Statistics
• Machine learning
• Econometrics

Friend or Frenemy? Predicting Signed Ties in Social Networks Shuang Hong Yang Alex Smola

Source URL: www.yichang-cs.com

• Collective intelligence
• Behavior
• Network theory
• Interpersonal ties
• sociology
• Mathematical model
• Social networking service
• Collaborative filtering
• Social influence
• Social information processing
• Human behavior
• Collaboration

Machine Learning using Hyperkernels Cheng Soon Ong [removed] Alexander J. Smola [removed]

Source URL: www.ong-home.my

• Statistical classification
• Mathematical analysis
• Operator theory
• Support vector machine
• Positive-definite kernel
• Reproducing kernel Hilbert space
• Linear map
• Symbol
• Differences between codices Sinaiticus and Vaticanus
• Hilbert space
• Algebra
• Mathematics

Scalable Clustering of News Search Results Srinivas Vadrevu, Choon Hui Teo, Suju Rajan, Kunal Punera, Byron Dom, Alex Smola, Yi Chang, Zhaohui Zheng Yahoo! Labs Sunnyvale, CA {svadrevu,choonhui,suju,kpunera,bdom,smola,yi

Source URL: www.yichang-cs.com

• Data mining
• Geostatistics
• Machine learning
• Document clustering
• Correlation clustering
• K-means clustering
• Non-negative matrix factorization
• MinHash
• Consensus clustering
• Statistics
• Cluster analysis
• Multivariate statistics

WORDPRESS PLUGINS Uncovering the Hidden Dangers of Shiny Plugin Syndrome! Presentation by Regina Smola @2011 Regina Smola, WPSecurityLock.com. All rights reserved.

Source URL: mynamscontent.s3.amazonaws.com

• PHP programming language
• Content management systems
• WordPress
• Web analytics
• Google Analytics
• Software
• Blog software
• World Wide Web