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1Generating Large Images from Latent Vectors | 大トロ
http://blog.otoro.net/2016/04/01/generating-large-images-from-latent-vectors/
6 years ago by @becker
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variational
models
autoencoder
auto
latent
va
encoder
model
vectors
generative
variationalmodelsautoencoderautolatentvaencodermodelvectorsgenerative
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1Probabilistic Graphical Models
http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=ProbabilisticGraphicalModels
7 years ago by @becker
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models
class
videos
graphical
probabilistic
course
tutorial
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modelsclassvideosgraphicalprobabilisticcoursetutorialvideomodel
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1ParlAI
http://parl.ai/
7 years ago by @nosebrain
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parlai
dialog
modelsparlaidialog
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1Practical thoughts on explanatory vs. predictive modeling - Cross Validated
http://stats.stackexchange.com/questions/1194/practical-thoughts-on-explanatory-vs-predictive-modeling
8 years ago by @becker
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models
explanatory
predicitve
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vs
modelling
modelsexplanatorypredicitvemodelvsmodelling
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1hmms.dvi
ftp://ftp.icsi.berkeley.edu/pub/ai/jagota/vol2_5.pdf
8 years ago by @becker
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models
chain
diss
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markov
modelschaindissmodelmarkov
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1Models of Science Dynamics - Springer
http://link.springer.com/book/10.1007%2F978-3-642-23068-4
9 years ago by @stumme
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art
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2Topic Modeling for Humanists: A Guided Tour – the scottbot irregular
http://www.scottbot.net/HIAL/?p=19113
11 years ago by @hotho
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models
topic
model
introduction
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2Encog Machine Learning Framework | Heaton Research
http://www.heatonresearch.com/encog
11 years ago by @nosebrain
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genetic
bayesian
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c
c++
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Encog
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java
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.net
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geneticbayesianmodelscc++neuralhiddenlearningnetworksEncogframeworkjavaartificialmachine.netvectormachinessupportmarkovprogramming
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2OpenBugs
http://www.math.helsinki.fi/openbugs/
19 years ago by @hotho
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software
openbugs
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generative
modelssoftwareopenbugstoolsstatisticsgenerative
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1Entity-Centric Preservation for Linked Open Data: Use Cases, Requirements and Models
E. Demidova, T. Risse, and G. Tran. Proc.of 5th International Workshop on Semantic Digital Archives (SDA 2015), 1529, page 61 - 75. ceur-ws.org, (2015)
9 years ago by @trisse69
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linkeddata
myown
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preservation
alexandria
requirements
linkeddatamyownmodelspreservationalexandriarequirements
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1Models of Science Dynamics : Encounters Between Complexity Theory and Information Sciences
A. Scharnhorst, K. Börner, and P. Besselaar. (2012)
9 years ago by @stumme
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science
models
dynamics
start
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st(art)
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1Air pollution modeling: theories, computational methods and available software
P. Zannetti. Springer US, (2013)
9 years ago by @becker
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models
proposal
book
eva21
air
modelling
pollution
modelsproposalbookeva21airmodellingpollution
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1Towards a societal scale, mobile sensing system
R. Honicky Jr. (2010)
9 years ago by @becker
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models
airquality
eva21
everyaware
airprobe
eva
calibration
generative
modelsairqualityeva21everyawareairprobeevacalibrationgenerative
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2HMM profiles for network traffic classification.
C. Wright, F. Monrose, and G. Masson. VizSEC, page 9-15. ACM, (2004)
9 years ago by @nosebrain
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models
hidden
network
markov
classification
modelshiddennetworkmarkovclassification
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1Correspondence between Variational Methods and Hidden Markov Models
J. Ziehn, M. Ruf, B. Rosenhahn, D. Willersinn, and G. Heinrich. IEEE Intelligent Vehicles Symposium, (September 2015)
9 years ago by @tntl3s
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Markov
and
Models
Hidden
Variational
Methods
MarkovandModelsHiddenVariationalMethods
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1Big Data's Disparate Impact
S. Barocas, and A. Selbst. SSRN eLibrary, (2014)
10 years ago by @asmelash
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bigdata
models
bias
datamining
discrimination
phdproposal
bigdatamodelsbiasdataminingdiscriminationphdproposal
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1Efficient model sharing for scalable collaborative classification
O. Papapetrou, W. Siberski, and S. Siersdorfer. Peer-to-Peer Networking and Applications, (2014)
10 years ago by @siersdorfer
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myown
models
ensembles
classification
myownmodelsensemblesclassification
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2Probabilistic topic models for sequence data
N. Barbieri, G. Manco, E. Ritacco, M. Carnuccio, and A. Bevacqua. Machine Learning, 93 (1): 5-29 (2013)
10 years ago by @nosebrain
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models
sampling
topic
Gibbs
lda
markov
modelssamplingtopicGibbsldamarkov
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2A Statistical Model for Topic Segmentation and Clustering.
M. Shafiei, and E. Milios. Canadian Conference on AI, volume 5032 of Lecture Notes in Computer Science, page 283-295. Springer, (2008)
11 years ago by @hotho
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models
segment
topic
sota
modelssegmenttopicsota
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3From Topic Models to Semi-supervised Learning: Biasing Mixed-Membership Models to Exploit Topic-Indicative Features in Entity Clustering.
R. Balasubramanyan, B. Dalvi, and W. Cohen. ECML/PKDD (2), volume 8189 of Lecture Notes in Computer Science, page 628-642. Springer, (2013)
11 years ago by @hotho
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models
toread
supervised
topic
learning
sota
modelstoreadsupervisedtopiclearningsota
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2Class Generative Models based on Feature Regression for Pose Estimation of Object Categories
M. Fenzi, L. Leal-Taixé, B. Rosenhahn, and J. Ostermann. Computer Vision and Pattern Recognition (CVPR), (June 2013)
11 years ago by @tntl3s
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models
generative
modelsgenerative
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11Hierarchical topic models and the nested Chinese restaurant process
D. Blei, T. Griffiths, M. Jordan, and J. Tenenbaum. Advances in Neural Information Processing Systems 16, MIT Press, Cambridge, MA, (2004)
11 years ago by @hotho
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models
hierarchical
topic
sota
modelshierarchicaltopicsota
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3A survey of statistical network models
A. Goldenberg, A. Zheng, S. Fienberg, and E. Airoldi. (2009)cite arxiv:0912.5410Comment: 96 pages, 14 figures, 333 references.
11 years ago by @hotho
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models
toread
topic
survey
network
sota
modelstoreadtopicsurveynetworksota
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2Relational Topic Models for Document Networks.
J. Chang, and D. Blei. AISTATS, volume 5 of JMLR Proceedings, page 81-88. JMLR.org, (2009)
11 years ago by @hotho
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models
toread
topic
sota
modelstoreadtopicsota
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2Adapting with Evidence: The Adaptive Model and the Stimulation Plan of TERENCE
M. Alrifai, R. Gennari, and P. Vittorini. International Workshop on Evidence-Based Technology Enhanced Learning, volume 152 of Advances in Intelligent and Soft Computing, Springer Berlin Heidelberg, (2012)
12 years ago by @alrifai
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myown
User
Learning
TERENCE
2012
Models
L3S
Adaptation
ebTEL12
myownUserLearningTERENCE2012ModelsL3SAdaptationebTEL12
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2The User and Domain Models of the TERENCE Adaptive Learning System
M. Alrifai, R. Gennari, O. Tifrea, and P. Vittorini. International Workshop on Evidence-Based Technology Enhanced Learning, volume 152 of Advances in Intelligent and Soft Computing, Springer Berlin Heidelberg, (2012)
12 years ago by @alrifai
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myown
User
Learning
TERENCE
2012
Models
L3S
Adaptation
ebTEL12
myownUserLearningTERENCE2012ModelsL3SAdaptationebTEL12
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3Statistical models of music-listening sessions in social media
E. Zheleva, J. Guiver, E. Mendes Rodrigues, and N. Milić-Frayling. Proceedings of the 19th international conference on World wide web, page 1019--1028. New York, NY, USA, ACM, (2010)
12 years ago by @hotho
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models
music
statistical
toread
modelsmusicstatisticaltoread
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3Web page rank prediction with markov models
M. Vazirgiannis, D. Drosos, P. Senellart, and A. Vlachou. WWW, page 1075-1076. ACM, (2008)
13 years ago by @nosebrain
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models
prediction
pagerank
markov
modelspredictionpagerankmarkov
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1Models and methods in social network analysis
P. Carrington. Structural analysis in the social sciences Cambridge Univ. Press Cambridge u.a., (2007)
16 years ago by @stumme
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models
Modell
Soziologie
Netzwerkanalyse
social
sna
methods
Mathematisches
analysis
network
modelsModellSoziologieNetzwerkanalysesocialsnamethodsMathematischesanalysisnetwork
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3The small worlds of strategic technology alliances
B. Verspagen, and G. Duysters. Technovation, 24 (7): 563--571 (July 2004)
18 years ago by @stumme
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Social
dynamics
Structural
of
Strategic
Models
technology
network
capital
alliances
holes
SocialdynamicsStructuralofStrategicModelstechnologynetworkcapitalalliancesholes
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12Latent semantic models for collaborative filtering
T. Hofmann. ACM Trans. Inf. Syst., 22 (1): 89--115 (2004)
19 years ago by @hotho
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models
semantic
latent
plsi
collaborative
recommender
filtering
modelssemanticlatentplsicollaborativerecommenderfiltering
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BibSonomy

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1Generating Large Images from Latent Vectors | 大トロ

1Probabilistic Graphical Models

1ParlAI

1Practical thoughts on explanatory vs. predictive modeling - Cross Validated

1hmms.dvi

1Models of Science Dynamics - Springer

2Topic Modeling for Humanists: A Guided Tour – the scottbot irregular

2Encog Machine Learning Framework | Heaton Research

2OpenBugs

publications (hide)42
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1Entity-Centric Preservation for Linked Open Data: Use Cases, Requirements and Models

1Models of Science Dynamics : Encounters Between Complexity Theory and Information Sciences

1Air pollution modeling: theories, computational methods and available software

1Towards a societal scale, mobile sensing system

2HMM profiles for network traffic classification.

1Correspondence between Variational Methods and Hidden Markov Models

1Big Data's Disparate Impact

1Efficient model sharing for scalable collaborative classification

2Probabilistic topic models for sequence data

2A Statistical Model for Topic Segmentation and Clustering.

3From Topic Models to Semi-supervised Learning: Biasing Mixed-Membership Models to Exploit Topic-Indicative Features in Entity Clustering.

2Class Generative Models based on Feature Regression for Pose Estimation of Object Categories

11Hierarchical topic models and the nested Chinese restaurant process

3A survey of statistical network models

2Relational Topic Models for Document Networks.

2Adapting with Evidence: The Adaptive Model and the Stimulation Plan of TERENCE

2The User and Domain Models of the TERENCE Adaptive Learning System

3Statistical models of music-listening sessions in social media

3Web page rank prediction with markov models

1Models and methods in social network analysis

3The small worlds of strategic technology alliances

12Latent semantic models for collaborative filtering

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