Publications

Principles of Numerical Taxonomy

This new edition continues the story of psychology with added research and enhanced content from the most dynamic areas of the field--cognition, gender and diversity studies, ne...

Cases in which Parsimony or Compatibility Methods will be Positively Misleading

For some simple three- and four-species cases involving a character with two states, it is determined under what conditions several methods of phylogenetic inference will fail t...

Convergence Results for Neural Networks via Electrodynamics

We study whether a depth two neural network can learn another depth two network using gradient descent. Assuming a linear output node, we show that the question of whether gradi...

Fab

article Free AccessFab: content-based, collaborative recommendation Authors: Marko Balabanović Computer Science Department, Stanford University, Stanford, Calif. Computer Scienc...

The Functional Approach to the Study of Attitudes

Journal Article THE FUNCTIONAL APPROACH TO THE STUDY OF ATTITUDES Get access DANIEL KATZ DANIEL KATZ The author is Professor of Psychology at the University of Michigan, former ...

Inference of human population history from individual whole-genome sequences

Leukocyte-endothelial cell recognition: Three (or more) steps to specificity and diversity

THE NUMBER OF ALLELES THAT CAN BE MAINTAINED IN A FINITE POPULATION

T has sometimes been suggested that the wild-type allele is not a single entity, I but rather a population of different isoalleles that are indistinguishable by any ordinary pro...

Striving for Simplicity: The All Convolutional Net

Most modern convolutional neural networks (CNNs) used for object recognition are built using the same principles: Alternating convolution and max-pooling layers followed by a sm...

Scattered Data Approximation

Many practical applications require the reconstruction of a multivariate function from discrete, unstructured data. This book gives a self-contained, complete introduction into ...

How Many Clusters? Which Clustering Method? Answers Via Model-Based Cluster Analysis

Journal Article How Many Clusters? Which Clustering Method? Answers Via Model-Based Cluster Analysis Get access C. Fraley, C. Fraley Department of Statistics, University of Wash...

Bayesian Inference of Species Trees from Multilocus Data

Until recently, it has been common practice for a phylogenetic analysis to use a single gene sequence from a single individual organism as a proxy for an entire species. With te...