tag :: probabilistic | BibSonomy

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1Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data
http://hal.science/hal-04124796
2 years ago by @attika
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Probabilistic
convolutional
networks
neural
Probabilisticconvolutionalnetworksneural
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1PPL APIs
https://colcarroll.github.io/ppl-api/
5 years ago by @becker
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ppl
probabilistic
programming
language
overview
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list
comparison
pplprobabilisticprogramminglanguageoverviewreviewlistcomparison
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1Bayesian Methods for Hackers
Bayesian Methods for Hackers : An intro to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view.
5 years ago by @hotho
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bayesian
book
hacker
introduction
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programming
bayesianbookhackerintroductionmethodprobabilisticprogramming
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1Bayesian Neural Network Series Post 2: Background Knowledge
https://medium.com/neuralspace/bayesian-neural-network-series-post-2-background-knowledge-fdec6ac62d43
6 years ago by @becker
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bayes
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blog
nn
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probability
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bayesbayesianneuralnetworkcnnblognnconvolutionalprobabilityprobabilistic
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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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1lecture2.pdf
http://people.csail.mit.edu/dsontag/courses/pgm12/slides/lecture2.pdf
7 years ago by @becker
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bayesian
network
graphical
model
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lda
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3Pyro
Deep Universal Probabilistic Programming
8 years ago by @michelc
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Python
learning
machine
openSource
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PythonlearningmachineopenSourceprobabilistic
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1GitHub - jmschrei/pomegranate: Fast, flexible and easy to use probabilistic modelling in Python.
pomegranate - Fast, flexible and easy to use probabilistic modelling in Python.
8 years ago by @bsc
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python
libraryprobabilisticpython
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1Taking Prophet for a Spin
http://blog.fastforwardlabs.com/2017/03/22/prophet.html
8 years ago by @becker
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prophet
google
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1Probabilistic logic - Wikipedia, the free encyclopedia
http://en.wikipedia.org/wiki/Probabilistic_logic
9 years ago by @bshanks
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Probabilistic
logic
ai
probability
toread+
Probabilisticlogicaiprobabilitytoread+
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1Probabilistic Soft Logic
http://psl.umiacs.umd.edu/index.php
9 years ago by @thoni
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logic
probabilistic
psl
soft
logicprobabilisticpslsoft
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1The Design and Implementation of Probabilistic Programming Languages
http://dippl.org/
10 years ago by @schwemmlein
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javascript
ppml
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javascriptppmlprobabilisticprogrammingtutorial
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1Figaro Tutorial
https://www.cra.com/sites/default/files/pdf/Figaro-Tutorial.pdf
10 years ago by @schwemmlein
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1Manning: Practical Probabilistic Programming
http://www.manning.com/pfeffer/
10 years ago by @schwemmlein
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ppml
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probabilistic
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1The MIT Probabilistic Computing Project
http://probcomp.csail.mit.edu/
10 years ago by @schwemmlein
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MIT
ppml
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MITppmlprobabilisticprogramming
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1The Anglican Probabilistic Programming System
http://www.robots.ox.ac.uk/~fwood/anglican/
10 years ago by @schwemmlein
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code
ppml
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anglicancodeppmlprobabilisticprogramming
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2Probabilistic Models of Cognition
https://probmods.org/
10 years ago by @schwemmlein
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church
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bookchurchppmlprobabilisticprogramming
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1Probabilistic Programming Languages
http://materials.dagstuhl.de/files/15/15181/15181.AngelikaKimmig.Slides.pdf
10 years ago by @schwemmlein
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introduction
ppml
prism
probabilistic
problog
programming
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introductionppmlprismprobabilisticproblogprogrammingslides
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1Bayesian Data Analysis with PyMC3
http://twiecki.github.io/blog/2013/12/12/bayesian-data-analysis-pymc3/
10 years ago by @schwemmlein
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introduction
ppml
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programming
pymc3
python
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introductionppmlprobabilisticprogrammingpymc3pythonslides
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1Probabilistic Programming: Why, What, How, When?
http://de.slideshare.net/salesforceeng/probabalistic-programming-why-what-how-when
10 years ago by @schwemmlein
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ppml
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2Probabilistic weather forecasting with machine learning
I. Price, A. Sanchez-Gonzalez, F. Alet, T. Andersson, A. El-Kadi, D. Masters, T. Ewalds, J. Stott, S. Mohamed, P. Battaglia and 2 other author(s). Nature, 637 (8044): 84--90 (Jan 1, 2025)
2 months ago by @annakrause
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climate
deeplearning
probabilistic
weather
climatedeeplearningprobabilisticweather
(0)
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2PROBABILISTIC DIFFUSION IN RANDOM NETWORK GRAPHS
N. Meghanathan. International Journal on Foundations of Computer Science & Technology (IJFCST), 5 (5): 7 (September 2015)
2 years ago by @devino
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Adopters
Diffusion
Early
Graphs
Network
Probabilistic
Random
Simulations
AdoptersDiffusionEarlyGraphsNetworkProbabilisticRandomSimulations
(0)
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1A NOVEL PROBABILISTIC ARTIFICIAL NEURAL NETWORKS APPROACH FOR DIAGNOSING HEART DISEASE
S. Sa’di, R. Hashemi, A. Abdollapour, K. Chalabi, and M. Salamat. International Journal on Foundations of Computer Science & Technology (IJFCST), 5 (6): 7 (November 2015)
2 years ago by @devino
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(ANNs)
(PNN)
Artificial
Network
Networks
Neural
Probabilistic
accuracy
disease
heart
test
training
(ANNs)(PNN)ArtificialNetworkNetworksNeuralProbabilisticaccuracydiseasehearttesttraining
(0)
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1Embedded-model flows: Combining the inductive biases of model-free deep learning and explicit probabilistic modeling
G. Silvestri, E. Fertig, D. Moore, and L. Ambrogioni. arXiv preprint arXiv:2110.06021, (2021)
3 years ago by @becker
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modeling
deep
neural
probabilistic
learning
network
citedby:scholar:timestamp:2022-5-12
toread
citedby:scholar:count:1
normalizing
programs
layers
flow
programming
modelingdeepneuralprobabilisticlearningnetworkcitedby:scholar:timestamp:2022-5-12toreadcitedby:scholar:count:1normalizingprogramslayersflowprogramming
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2Links between probabilistic automata and hidden Markov models: probability distributions, learning models and induction algorithms
P. Dupont, F. Denis, and Y. Esposito. Pattern Recognition, 38 (9): 1349-1371 (2005)Grammatical Inference.
3 years ago by @yish
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Bayesian
Grammar
HMM
Hidden
Induction
Markov
PAC
Probabilistic
algorithms
automata
induction
learning
models
topology
BayesianGrammarHMMHiddenInductionMarkovPACProbabilisticalgorithmsautomatainductionlearningmodelstopology
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1On the effect of reference periods on trends in percentile-based extreme temperature indices
R. Dunn, and C. Morice. Environmental Research Letters, 17 (3): 034026 (February 2022)
3 years ago by @verifier
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climate
probabilistic
time-series
climateprobabilistictime-series
(0)
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5Probabilistic Active Learning: A Short Proposition
G. Krempl, D. Kottke, and M. Spiliopoulou. European Conference on Artificial Intelligence (ECAI), IOS Press, (2014)
3 years ago by @ies
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active
error
fast
learning
myown
not_ies
probabilistic
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activeerrorfastlearningmyownnot_iesprobabilisticreductionsamplinguncertainty
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5Probabilistic Active Learning: Towards Combining Versatility, Optimality and Efficiency
G. Krempl, D. Kottke, and M. Spiliopoulou. International Conference on Discovery Science (DS), page 168--175. Springer, (2014)
3 years ago by @ies
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error
fast
learning
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probabilistic
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activeerrorfastlearningnot_iesprobabilisticreductionsamplinguncertainty
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3Multi-Class Probabilistic Active Learning
D. Kottke, G. Krempl, D. Lang, J. Teschner, and M. Spiliopoulou. European Conference on Artificial Intelligence (ECAI), page 586-594. IOS Press, (2016)
3 years ago by @ies
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active
learning
multi-class
myown
not_ies
probabilistic
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activelearningmulti-classmyownnot_iesprobabilisticsampling
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2Combining distribution-based neural networks to predict weather forecast probabilities
M. Clare, O. Jamil, and C. Morcrette. Quarterly Journal of the Royal Meteorological Society, (October 2021)
3 years ago by @verifier
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machine-learning
neural-network
probabilistic
machine-learningneural-networkprobabilistic
(0)
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1Brain Tumor Detection Using Neural Network
P. Sapra, R. Singh, and S. Khurana. International Journal of Innovative Science and Modern Engineering (IJISME), 1 (9): 83-88 (August 2013)
4 years ago by @ijisme_beiesp
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(CAD)
(MRI)
(PNN)
Aided
Computer
Detection
Edge
Image
Magnetic
Network
Neural
Probabilistic
Resonance
System
detection
(CAD)(MRI)(PNN)AidedComputerDetectionEdgeImageMagneticNetworkNeuralProbabilisticResonanceSystemdetection
(1)
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1A Method of Improving Energy Efficiency Through Geofencing and False Data Blocking In Context-Aware Architecture for Probabilistic Voting-Based Filtering Scheme of WSNs
S. Nam, and Y. Seo. International Journal of Computer Networks & Communications (IJCNC), 13 (03): 97-107 (May 2021)
4 years ago by @laimbee
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Architecture
Attack
Context-aware
False
Filtering
Negative
Network
Positive
Probabilistic
Security
Sensor
Voting-based
Wireless
ArchitectureAttackContext-awareFalseFilteringNegativeNetworkPositiveProbabilisticSecuritySensorVoting-basedWireless
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2Call Sequence Prediction through Probabilistic Calling Automata
Z. Zhao, B. Wu, M. Zhou, Y. Ding, J. Sun, X. Shen, and Y. Wu. Proceedings of the 2014 ACM International Conference on Object Oriented Programming Systems Languages & Applications, page 745--762. Association for Computing Machinery, (2014)
4 years ago by @gron
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CallGraph
automata
call
calling
compilation
dynamic
function
just-in-time
optimizations
parallel
prediction
probabilistic
sequence
CallGraphautomatacallcallingcompilationdynamicfunctionjust-in-timeoptimizationsparallelpredictionprobabilisticsequence
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2PROBABILISTIC ASPECT OF STRUCTURAL DESIGN OF TRANSMISSION LINES
R. SIGBJORNSSON, and A. JQNASSON. (1981)
4 years ago by @ceps
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Design
Line
Transmission
dynamics
ice
loading
probabilistic
stochastic
wind
DesignLineTransmissiondynamicsiceloadingprobabilisticstochasticwind
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2ENVIRONMENTAL CONSIDERATIONS INFLUENCE EPRl-SPONSORED TRANSMISSION LINE MECHANICAL RESEARCH PROJECTS
P. LANDERS. (1981)
4 years ago by @ceps
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Design
Line
Loads
Mechanical
Meteorological
Poles
Probabilistic
Research
Response
Structural
Transmission
wood
DesignLineLoadsMechanicalMeteorologicalPolesProbabilisticResearchResponseStructuralTransmissionwood
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2ENVIRONMENTAL CONSIDERATIONS INFLUENCE EPRl-SPONSORED TRANSMISSION LINE MECHANICAL RESEARCH PROJECTS
P. LANDERS. (1981)
4 years ago by @chkokalis
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Design
Lines
Loads
Mechanical
Meteorological
Poles
Probabilistic
Research
Response
Structural
Transmission
wood
DesignLinesLoadsMechanicalMeteorologicalPolesProbabilisticResearchResponseStructuralTransmissionwood
(0)
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2PROBABILISTIC ASPECT OF STRUCTURAL DESIGN OF TRANSMISSION LINES
R. SIGBJORNSSON, and A. JQNASSON. (1981)
4 years ago by @chkokalis
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Transmission
design
dynamics
ice
lines
loading
probabilistic
stochastic
wind
Transmissiondesigndynamicsicelinesloadingprobabilisticstochasticwind
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1Inference attacks on genomic data based on probabilistic graphical models
Z. He, and J. Zhou. Big Data Mining and Analytics, 3 (3): 225--233 (2020)
5 years ago by @becker
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generative
model
attack
privacy
probabilistic
inference
Bayes
Bayesian
generativemodelattackprivacyprobabilisticinferenceBayesBayesian
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1Cross-calibration of probabilistic forecasts
C. Strähl, and J. Ziegel. Electronic Journal of Statistics, 11 (1): 608--639 (2017)
5 years ago by @verifier
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metaverification
probabilistic
verification
metaverificationprobabilisticverification
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1Ajuste de Modelos Probabilísticos para el Estudio de la Variabilidad Espacio-Temporal de la Precipitación: Caso de Estudio Sistema SARA-BRUT
J. Dorado, J. Burbano, J. Molina, Y. Carvajal, and H. Aristizabal. Meteorologia Colombiana, (March 2006)
5 years ago by @jomolina10
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Colombia
lluvia
model
modelo
myown
probabilistic
probabilistico
rain
variabilidad
variability
Colombialluviamodelmodelomyownprobabilisticprobabilisticorainvariabilidadvariability
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