Top Tweets for #VariationalInference
Gradient Estimation for Mixture Variational Inference
[AI] How to train probabilistic models when there are several plausible explanations, not just one smooth possibility.
#BayesianInference
#ProbabilisticModeling
#VariationalInference
@JavierBurroni
https://t.co/R6iVcBJbFK
Our first seminar of 2026 is coming up! π
Tue, Jan 13: Bohan Wu (Columbia University) will speak on βStability, instability, and extension of variational inference.β Zoom link on the seminar page. #VariationalInference #MCMC #Bayesian #OptimalTransport
"Navigating uncertainty in an efficient way: the negative of ELBO is known as variational free energy in neuroscience."
Artem Kirsanov
Explore how Variational Inference and ELBO enable intelligent systems to model probability distributions tractably.
#VariationalInference #ELBO #ProbabilityModeling #Neuroscience
https://t.co/smGtRJcHQx
Careless, a program for scaling diffraction data using the Bayesian optimization method variational inference, is introduced and is contrasted with historical scaling algorithms @harvard @IUCr #XRayCrystallography #Scaling #VariationalInference https://t.co/F6j3mBz5lz
New episode is out! All about #MCMC & #VariationalInference
Enjoy, and get in touch for any feedback or suggestions ;)
Episode 90 with @charlesm993 is out!
We cover methods like variational inference & MCMC sampling and then dive into Charles' work in #pharmacometrics to see these methods applied!
We're also on Youtube now, in case you want to add a face to our voices: https://t.co/CmJAE0AczB
Today we had our Third NeEDS Workshop On the Latest Advances in #MachineLearning to Deal with Complex Data at Copenhagen Business School
@needs_project @CBScph @CBS_ECON #XAI #orms #transparency #datadriven #decisionmaking #causalinference #spatialdata #variationalinference
1/n
For #machinelearning enthusiasts, a specially structured #variationalinference is used with cell state proportions as auxiliary variables β a variational information bottleneck approach (PoE) for histology integration π» 6/
Looking forward to attending (and speaking at) a workshop on Monte Carlo methods and approximate dynamic programming (variational inference) in Paris Aug. 25-26! #MonteCarlo #VariationalInference #Bayes #Statistics #DeepLearning #MachineLearning
https://t.co/LbWj8UXtot
Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection
Bhatia et al.: https://t.co/7xr4qH2HRg
#Artificialintelligence #DeepLearning #VariationalInference
Bayesian Gaussian mixtures provide an amazing example of how hard integrals can become in #MachineLearning and why we would need #VariationalInference.
Have a look at this π§΅π
#artificalintelligence #AI #DataScience #DataScientist #Computertechnology #informationtechnology
Improving the Classification Effectiveness of #IntrusionDetection by Using Improved Conditional Variational AutoEncoder and #DeepNeuralNetwork
https://t.co/3tT0veUdqg
#intrusiondetection #variationalinference #DeepNeuralNetwork
#mdpientropy "Sampling the Variational Posterior with Local Refinement" https://t.co/cIboWrVoz8
#bayesianinference
#variationalinference
#deepneuralnetworks
#contextualbandits
Pathfinder: Parallel quasi-Newton variational inference
Zhang et al.: https://t.co/u3ybaCLciC
#ArtificialIntelligence #DeepLearning #VariationalInference
We've built a model that estimates a distribution of all potential solutions for image reconstruction. Try it yourself on your own image, and post the video below. Takes 5 min. /1
https://t.co/5lE9yEiM7K
#VariationalInference #StyleGAN #BayesianDL
Nested Variational Inference
Zimmermann et al.: https://t.co/xXkJe7WlYP
#ArtificialIntelligence #DeepLearning #VariationalInference
#mdpientropy "Inference and Learning in a Latent Variable Model for Beta Distributed Interval Data" https://t.co/NquiVQIlli
#latentvariablemodels
#Bayesnets
#Betadistribution
#expectationmaximization
#variationalinference
Lecture 10 #SingleCell #Genomics with @Fabian_Theis @_Romain_Lopez_ @YosefLab @GokcenEraslan
https://t.co/isXNm5tt3h
#scRNA #scATAC #SMARTseq #DropSeq @10xGenomics #sciRNA #SPLiTseq #DCA #LatentSpace #TransferLearning @HumanCellAtlas #scVI #VariationalInference #VariationalBayes
#mdpientropy "Probabilistic Models with Deep Neural Networks" https://t.co/YIxrJJPQDn
deep #probabilisticmodeling
#variationalinference
#neuralnetworks
#latentvariablemodels
#Bayesianlearning
Thanks to @RogerGrosse for hosting me at @VectorInst. A recording of my talk on #variationalinference for neural compression can be found here: https://t.co/SHLk4wvZkT
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