Fitting Linear Mixed-Effects Models Using lme4
2015· article· en· Journal of Statistical Software· Computer Science
afffund
85,618
citations
Works
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10,000+ workspage 1
Adam: A Method for Stochastic Optimization
2014· preprint· en· UvA-DARE (University of Amsterdam)· Computer Science
aff
84,783
citations
Stan : A Probabilistic Programming Language
2017· article· en· Journal of Statistical Software· Mathematics
aff
7,378
citations
Salp Swarm Algorithm: A bio-inspired optimizer for engineering design problems
2017· article· en· Advances in Engineering Software· Computer Science
affno abstract
4,981
citations
An experimental comparison of min-cut/max- flow algorithms for energy minimization in vision
2004· article· en· IEEE Transactions on Pattern Analysis and Machine Intelligence· Computer Science
aff
4,600
citations
Generative Adversarial Networks
2014· preprint· en· arXiv (Cornell University)· Computer Science
fundno aff
4,572
citations
On the difficulty of training Recurrent Neural Networks
2012· preprint· en· arXiv (Cornell University)· Computer Science
aff
3,804
citations
On the importance of initialization and momentum in deep learning
2013· article· en· Computer Science
aff
3,536
citations
On hyperparameter optimization of machine learning algorithms: Theory and practice
2020· article· en· Neurocomputing· Computer Science
affno abstract
3,145
citations
A Tutorial on the Cross-Entropy Method
2005· article· en· Annals of Operations Research· Decision Sciences
affno abstract
3,031
citations
Sparsity and Smoothness Via the Fused Lasso
2004· article· en· Journal of the Royal Statistical Society Series B (Statistical Methodology)· Mathematics
aff
2,805
citations
2,698
citations
Sequential Model-Based Optimization for General Algorithm Configuration
2011· book-chapter· en· Lecture notes in computer science· Computer Science
affno abstract
2,377
citations
Metaheuristics in Combinatorial Optimization
2005· article· en· Annals of Operations Research· Engineering
afffundno abstract
2,341
citations
Markov Chain Sampling Methods for Dirichlet Process Mixture Models
2000· article· en· Journal of Computational and Graphical Statistics· Computer Science
afffund
2,212
citations
Minimum sample size estimation in PLS‐SEM: The inverse square root and gamma‐exponential methods
2016· article· en· Information Systems Journal· Computer Science
aff
2,185
citations
Coverage‐based rarefaction and extrapolation: standardizing samples by completeness rather than size
2012· article· en· Ecology· Environmental Science
fundno aff
2,164
citations
A Taxonomy of Global Optimization Methods Based on Response Surfaces
2001· article· en· Journal of Global Optimization· Computer Science
fundno affno abstract
2,137
citations
Particle Markov Chain Monte Carlo Methods
2010· article· en· Journal of the Royal Statistical Society Series B (Statistical Methodology)· Mathematics
aff
2,055
citations
Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems
2010· article· en· Operations Research· Decision Sciences
aff
1,895
citations
Fractional Programming for Communication Systems—Part I: Power Control and Beamforming
2018· article· en· IEEE Transactions on Signal Processing· Engineering
aff
1,808
citations
Sequential Monte Carlo Samplers
2006· article· en· Journal of the Royal Statistical Society Series B (Statistical Methodology)· Computer Science
aff
1,702
citations
Dual methods for nonconvex spectrum optimization of multicarrier systems
2006· article· en· IEEE Transactions on Communications· Engineering
aff
1,634
citations
Opposition-Based Differential Evolution
2008· article· en· IEEE Transactions on Evolutionary Computation· Computer Science
aff
1,602
citations
Differential Games in Economics and Management Science
2000· book· en· Cambridge University Press eBooks· Economics, Econometrics and Finance
aff
1,598
citations