Publications
Explore 498 academic publications
HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent
Stochastic Gradient Descent (SGD) is a popular algorithm that can achieve state-of-the-art performance on a variety of machine learning tasks. Several researchers have recently ...
Nested clade analyses of phylogeographic data: testing hypotheses about gene flow and population history
Since the 1920s, population geneticists have had measures that describe how genetic variation is distributed spatially within a species’ geographical range. Modern genetic surve...
Positive Natural Selection in the Human Lineage
Positive natural selection is the force that drives the increase in prevalence of advantageous traits, and it has played a central role in our development as a species. Until re...
Separating population structure from population history: a cladistic analysis of the geographical distribution of mitochondrial DNA haplotypes in the tiger salamander, Ambystoma tigrinum.
Abstract Nonrandom associations of alleles or haplotypes with geographical location can arise from restricted gene flow, historical events (fragmentation, range expansion, colon...
Phylogeographic studies in plants: problems and prospects
Genetic structuring of plant populations is strongly influenced by both common ancestry and current patterns of interpopulation genetic exchange. The interaction of these two fo...
Cryptogenic Cirrhosis: Clinical Characterization and Risk Factors for Underlying Disease
We characterized 70 consecutive patients with cryptogenic cirrhosis to assess major risks for liver disease. Each patient was reevaluated for past alcohol exposure, scored by th...
fastDNAml: a tool for construction of phylogenetic trees of DNA sequences using maximum likelihood
We have developed a new tool, called fastDNAml, for constructing phylogenetic trees from DNA sequences. The program can be run on a wide variety of computers ranging from Unix w...
Americans View Their Mental Health, 1957
In 1957, the United States Congress established the Joint Commission on Mental Illness and Health to evaluate the nation's resources for coping with both the psychological and e...
Numerical Simulation of Reactive Flow
Reactive flows encompass a broad range of physical phenomena, interacting over many different time and space scales. Such flows occur in combustion, chemical lasers, the earth's...
Markov Chains
Markov chains are central to the understanding of random processes. This is not only because they pervade the applications of random processes, but also because one can calculat...