Papers
4,122 papers found
Stochastic Variational Inference
Matthew D. Hoffman, David M. Blei, Chong Wang et al.
Stress Functions for Nonlinear Dimension Reduction, Proximity Analysis, and Graph Drawing
Lisha Chen, Andreas Buja
Sub-Local Constraint-Based Learning of Bayesian Networks Using A Joint Dependence Criterion
Rami Mahdi, Jason Mezey
Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows
Julien Mairal, Bin Yu
Tapkee: An Efficient Dimension Reduction Library
Sergey Lisitsyn, Christian Widmer, Fernando J. Iglesias Garcia
The CAM Software for Nonnegative Blind Source Separation in R-Java
Niya Wang, Fan Meng, Li Chen et al.
The Rate of Convergence of AdaBoost
Indraneel Mukherjee, Cynthia Rudin, Robert E. Schapire
Training Energy-Based Models for Time-Series Imputation
Philémon Brakel, Dirk Stroobandt, Benjamin Schrauwen
Truncated Power Method for Sparse Eigenvalue Problems
Xiao-Tong Yuan, Tong Zhang
Using Symmetry and Evolutionary Search to Minimize Sorting Networks
Vinod K. Valsalam, Risto Miikkulainen
A Case Study on Meta-Generalising: A Gaussian Processes Approach
Grigorios Skolidis, Guido Sanguinetti
A Comparison of the Lasso and Marginal Regression
Christopher R. Genovese, Jiashun Jin, Larry Wasserman et al.
Active Clustering of Biological Sequences
Konstantin Voevodski, Maria-Florina Balcan, Heiko Röglin et al.
Active Learning via Perfect Selective Classification
Ran El-Yaniv, Yair Wiener
A Geometric Approach to Sample Compression
Benjamin I.P. Rubinstein, J. Hyam Rubinstein
A Kernel Two-Sample Test
Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch et al.
Algebraic Geometric Comparison of Probability Distributions
Franz J. Király, Paul von Bünau, Frank C. Meinecke et al.
Algorithms for Learning Kernels Based on Centered Alignment
Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh
A Local Spectral Method for Graphs: With Applications to Improving Graph Partitions and Exploring Data Graphs Locally
Michael W. Mahoney, Lorenzo Orecchia, Nisheeth K. Vishnoi
A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives
Aleix Martinez, Shichuan Du
A Multi-Stage Framework for Dantzig Selector and LASSO
Ji Liu, Peter Wonka, Jieping Ye