ACM Transactions on Mathematical Software (TOMS)
Some numerical experiments with variable-storage quasi-Newton algorithms
Mathematical Programming: Series A and B
On the limited memory BFGS method for large scale optimization
Mathematical Programming: Series A and B
Representations of quasi-Newton matrices and their use in limited memory methods
Mathematical Programming: Series A and B
Line search algorithms with guaranteed sufficient decrease
ACM Transactions on Mathematical Software (TOMS)
CUTE: constrained and unconstrained testing environment
ACM Transactions on Mathematical Software (TOMS)
A limited memory algorithm for bound constrained optimization
SIAM Journal on Scientific Computing
Algorithm 630: BBVSCG–a variable-storage algorithm for function minimization
ACM Transactions on Mathematical Software (TOMS)
Lancelot: A FORTRAN Package for Large-Scale Nonlinear Optimization (Release A)
Lancelot: A FORTRAN Package for Large-Scale Nonlinear Optimization (Release A)
Proceedings of the 27th annual conference on Computer graphics and interactive techniques
Articulated body deformation from range scan data
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
iNEOS: an interactive environment for nonlinear optimization
Applied Numerical Mathematics - Applied and computational mathematics: Selected papers of the third panamerican workshop Trujillo, Peru, 24-28 April 2000
Surrogate Deterministic Mutation: Preliminary Results
Selected Papers from the 5th European Conference on Artificial Evolution
Parallel Computing - Special issue: Parallel computing in numerical optimization
The space of human body shapes: reconstruction and parameterization from range scans
ACM SIGGRAPH 2003 Papers
Maximum entropy simulation for microdata protection
Statistics and Computing
Solving large-scale optimization problems with EFCOSS
Advances in Engineering Software
Machine Vision and Applications - Special issue: Human modeling, analysis, and synthesis
CUTEr and SifDec: A constrained and unconstrained testing environment, revisited
ACM Transactions on Mathematical Software (TOMS)
Thermal and Power Integrity Based Power/Ground Networks Optimization
Proceedings of the conference on Design, automation and test in Europe - Volume 2
Geographical feature sensitive sensor placement
Journal of Parallel and Distributed Computing
Helping hand: an anatomically accurate inverse dynamics solution for unconstrained hand motion
Proceedings of the 2005 ACM SIGGRAPH/Eurographics symposium on Computer animation
Machine Learning
Proceedings of the 4th international symposium on Non-photorealistic animation and rendering
On Affine-Scaling Interior-Point Newton Methods for Nonlinear Minimization with Bound Constraints
Computational Optimization and Applications
SIGGRAPH '05 ACM SIGGRAPH 2005 Courses
Proceedings of the 2006 ACM SIGGRAPH/Eurographics symposium on Computer animation
Manifold-based approach to semi-regular remeshing
Graphical Models
An interactive environment for supporting the transition from simulation to optimization
Scientific Programming - POOSC '01 Workshop
Analysis of segmented human body scans
GI '07 Proceedings of Graphics Interface 2007
Scalable training of L1-regularized log-linear models
Proceedings of the 24th international conference on Machine learning
Multifactor Gaussian process models for style-content separation
Proceedings of the 24th international conference on Machine learning
An interior-point affine-scaling trust-region method for semismooth equations with box constraints
Computational Optimization and Applications
A flexible registration and evaluation engine (f.r.e.e.)
Computer Methods and Programs in Biomedicine
Computational Optimization and Applications
Predicting air quality: Improvements through advanced methods to integrate models and measurements
Journal of Computational Physics
Computational Statistics & Data Analysis
Real-time smoke rendering using compensated ray marching
ACM SIGGRAPH 2008 papers
Journal of Computational Physics
Discrete second order adjoints in atmospheric chemical transport modeling
Journal of Computational Physics
Hungarian named entity recognition with a maximum entropy approach
Acta Cybernetica
Optimization Methods & Software
Modified subspace limited memory BFGS algorithm for large-scale bound constrained optimization
Journal of Computational and Applied Mathematics
Guiding global placement with wire density
Proceedings of the 2008 IEEE/ACM International Conference on Computer-Aided Design
Algorithm 896: LSA: Algorithms for large-scale optimization
ACM Transactions on Mathematical Software (TOMS)
Extracting lines of curvature from noisy point clouds
Computer-Aided Design
Accounting for burstiness in topic models
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Large Diffeomorphic FFD Registration for Motion and Strain Quantification from 3D-US Sequences
FIMH '09 Proceedings of the 5th International Conference on Functional Imaging and Modeling of the Heart
Face to face: anthropometry-based interactive face shape modeling using model priors
International Journal of Computer Games Technology - Special issue on cyber games and interactive entertainment
Semantic Annotation of City Transportation Information Dialogues Using CRF Method
TSD '09 Proceedings of the 12th International Conference on Text, Speech and Dialogue
All-frequency rendering of dynamic, spatially-varying reflectance
ACM SIGGRAPH Asia 2009 papers
A probabilistic memetic framework
IEEE Transactions on Evolutionary Computation
A study of routability estimation and clustering in placement
Proceedings of the 2009 International Conference on Computer-Aided Design
Estimating Continuous 4D Wall Motion of Cerebral Aneurysms from 3D Rotational Angiography
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
Normalizing multi-subject variation for drivers' emotion recognition
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Mining driving safety pattern using semi-supervised learning on time series data
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
EFCOSS: An interactive environment facilitating optimal experimental design
ACM Transactions on Mathematical Software (TOMS)
Symmetric deformable image registration via optimization of information theoretic measures
Image and Vision Computing
ACM SIGGRAPH 2010 papers
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Chronic disease modeling and simulation software
Journal of Biomedical Informatics
Driving safety monitoring using semisupervised learning on time series data
IEEE Transactions on Intelligent Transportation Systems
Semantic role features for machine translation
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
SpringSim '10 Proceedings of the 2010 Spring Simulation Multiconference
A unifying view of multiple kernel learning
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Automatic generation of head models and facial animations considering personal characteristics
Proceedings of the 17th ACM Symposium on Virtual Reality Software and Technology
Proceedings of the 32nd DAGM conference on Pattern recognition
Local regression based statistical model fitting
Proceedings of the 32nd DAGM conference on Pattern recognition
Discriminative tracking by metric learning
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Evaluation of inter-session 3D-TRUS to 3D-TRUS image registration for repeat prostate biopsies
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II
A domain-reduction approach to bridging-scale simulation of one-dimensional nanostructures
Computational Mechanics
Robot self-initiative and personalization by learning through repeated interactions
Proceedings of the 6th international conference on Human-robot interaction
SIAM Journal on Scientific Computing
Smoothness and Convex Area Functionals—Revisited
SIAM Journal on Scientific Computing
Asymmetric totally-corrective boosting for real-time object detection
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
A dynamic convexized method for nonconvex mixed integer nonlinear programming
Computers and Operations Research
Global optimization numerical strategies for rate-independent processes
Journal of Global Optimization
Realistic facial animation by automatic individual head modeling and facial muscle adjustment
Proceedings of the 2011 international conference on Virtual and mixed reality: systems and applications - Volume Part II
Deformable registration for geometric distortion correction of diffusion tensor imaging
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
Bayesian sample-size determination for two independent Poisson rates
Computer Methods and Programs in Biomedicine
ACM Transactions on Mathematical Software (TOMS)
A machine-learned proactive moderation system for auction fraud detection
Proceedings of the 20th ACM international conference on Information and knowledge management
Short note: Efficient and accurate rotation of finite spherical harmonics expansions
Journal of Computational Physics
Parametric human body shape modeling framework for human-centered product design
Computer-Aided Design
A mountain pass algorithm with projector
Journal of Computational and Applied Mathematics
Distributed optimal dynamic base station positioning in wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Variational chemical data assimilation with approximate adjoints
Computers & Geosciences
Automatic reconstruction of dendrite morphology from optical section stacks
CVAMIA'06 Proceedings of the Second ECCV international conference on Computer Vision Approaches to Medical Image Analysis
Online modeling of proactive moderation system for auction fraud detection
Proceedings of the 21st international conference on World Wide Web
Augmented Lagrangian method with nonmonotone penalty parameters for constrained optimization
Computational Optimization and Applications
Reachability analysis of non-linear planar autonomous systems
FSEN'11 Proceedings of the 4th IPM international conference on Fundamentals of Software Engineering
Agent-oriented incremental team and activity recognition
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Evolutionary algorithms applied to elucidate ionic water cluster structure formation
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Learning binary codes for collaborative filtering
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Positive semidefinite metric learning using boosting-like algorithms
The Journal of Machine Learning Research
Graph-based lexicon expansion with sparsity-inducing penalties
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Discontinuous Galerkin unsteady discrete adjoint method for real-time efficient tsunami simulations
Journal of Computational Physics
Evaluating bound-constrained minimization software
Computational Optimization and Applications
Feature-Enhanced probabilistic models for diffusion network inference
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Age-Related changes in vertebral morphometry by statistical shape analysis
MeshMed'12 Proceedings of the 2012 international conference on Mesh Processing in Medical Image Analysis
Computers & Mathematics with Applications
Non-uniform time sampling for multiple-frequency harmonic balance computations
Journal of Computational Physics
Fast training of effective multi-class boosting using coordinate descent optimization
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Evolution by adapting surrogates
Evolutionary Computation
Spotting opinion spammers using behavioral footprints
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning compact hashing codes for efficient tag completion and prediction
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Anisotropic spherical Gaussians
ACM Transactions on Graphics (TOG)
Technical Section: Automatic pose-independent 3D garment fitting
Computers and Graphics
LASER: a scalable response prediction platform for online advertising
Proceedings of the 7th ACM international conference on Web search and data mining
Fully corrective boosting with arbitrary loss and regularization
Neural Networks
Exploiting discourse information to identify paraphrases
Expert Systems with Applications: An International Journal
Alleviating naive Bayes attribute independence assumption by attribute weighting
The Journal of Machine Learning Research
International Journal of Computational Vision and Robotics
Machine Learning
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L-BFGS-B is a limited-memory algorithm for solving large nonlinear optimization problems subject to simple bounds on the variables. It is intended for problems in which information on the Hessian matrix is difficult to obtain, or for large dense problems. L-BFGS-B can also be used for unconstrained problems and in this case performs similarly to its predessor, algorithm L-BFGS (Harwell routine VA15). The algorithm is implemented in Fortran 77.