Publications

Neural Machine Translation by Jointly Learning to Align and Translate

Neural machine translation is a recently proposed approach to machine translation. Unlike the traditional statistical machine translation, the neural machine translation aims at...

Evolutionary trees from DNA sequences: A maximum likelihood approach

Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance

Abstract Measurement invariance is usually tested using Multigroup Confirmatory Factor Analysis, which examines the change in the goodness-of-fit index (GFI) when cross-group co...

Testing for unit roots in heterogeneous panels

Principal Component Analysis

Abstract When large multivariate datasets are analyzed, it is often desirable to reduce their dimensionality. Principal component analysis is one technique for doing this. It re...

Metascape provides a biologist-oriented resource for the analysis of systems-level datasets

Testing Structural Equation Models.

Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010

Integrated analysis of multimodal single-cell data

ezSingleCell is an interactive and easy-to-use application for the analysis of multiple single-cell and spatial omics data types for biologists. It combines the best-performing ...

Regularization Paths for Generalized Linear Models via Coordinate Descent.

We develop fast algorithms for estimation of generalized linear models with convex penalties. The models include linear regression, two-class logistic regression, and multinomia...

Dynamic capabilities: what are they?

This paper focuses on dynamic capabilities and, more generally, the resource-based view of the firm. We argue that dynamic capabilities are a set of specific and identifiable pr...

Generalized Gradient Approximation Made Simple [Phys. Rev. Lett. 77, 3865 (1996)]

Received 12 December 1996DOI:https://doi.org/10.1103/PhysRevLett.78.1396©1997 American Physical Society