Vanderbilt Biostatistics · @VUMCbiostat
70 followers · 116 posts · Server fosstodon.orgPlease join us next Wednesday (9.13) at 1:30 p.m. CT for a virtual seminar on robust unsupervised multi-task and transfer learning on Gaussian mixture models by Dr. Yang Feng, associate professor of biostatistics at NYU School of Global Public Health. Contact Cierra.Streeter[at]vumc.org for access. #biostatistics #gaussian
https://biostat.app.vumc.org/wiki/Main/YangFeng09132023
Published papers at TMLR · @tmlrpub
567 followers · 605 posts · Server sigmoid.social
Variational Elliptical Processes
Maria Margareta Bånkestad, Jens Sjölund, Jalil Taghia, Thomas B. Schön
Action editor: Sinead Williamson.
#gaussian #variational #likelihood
Chris Offner · @chrisoffner3d
364 followers · 1366 posts · Server sigmoid.social3D Gaussian Splatting goes dynamic in "Dynamic 3D Gaussians: Tracking by Persistent Dynamic View Synthesis".
They model dynamic scenes by allowing their 3D Gaussians to move and rotate over time while enforcing that they have persistent color, opacity, and size.
#nerf #computervision #computergraphics #3dvision #gaussian
New Submissions to TMLR · @tmlrsub
199 followers · 705 posts · Server sigmoid.social
Non-asymptotic approximations of Gaussian neural networks via second-order Poincar\'e inequalities
#gaussian #asymptotic #approximations
Onemoment · @onemoment
16 followers · 52 posts · Server mstdn.socialDo you want to know how to fit a probability distribution to data? Watch the latest LabPlot's video tutorial.
https://www.youtube.com/watch?v=g0OQrAVwsTw
#DistributionFitting #ProbabilityDistribution #Distribution #StatisticalDistribution #Gaussian #Log-normal #Probability #Poisson #Binomial #Exponential #MaximumLikelihood #LabPlot
#labplot #maximumlikelihood #exponential #binomial #poisson #Probability #log #gaussian #statisticaldistribution #distribution #probabilitydistribution #distributionfitting
Published papers at TMLR · @tmlrpub
540 followers · 495 posts · Server sigmoid.social
On Average-Case Error Bounds for Kernel-Based Bayesian Quadrature
Xu Cai, Thanh Lam, Jonathan Scarlett
Action editor: Nishant Mehta.
#gaussian #quadrature #kernels
New Submissions to TMLR · @tmlrsub
182 followers · 621 posts · Server sigmoid.social
A probabilistic Taylor expansion with Gaussian processes
Published papers at TMLR · @tmlrpub
518 followers · 423 posts · Server sigmoid.social
Learning Interpolations between Boltzmann Densities
Bálint Máté, François Fleuret
Action editor: Ruoyu Sun.
#Boltzmann #gaussian #interpolations
New Submissions to TMLR · @tmlrsub
180 followers · 571 posts · Server sigmoid.social
Non-asymptotic approximations of Gaussian neural networks via second-order Poincar\'e inequalities
#gaussian #approximations #approximation
New Submissions to TMLR · @tmlrsub
179 followers · 560 posts · Server sigmoid.social
Generalized Information Bottleneck for Gaussian Variables
#correlated #gaussian #correlation
JMLR · @jmlr
662 followers · 223 posts · Server sigmoid.social
'Intrinsic Gaussian Process on Unknown Manifolds with Probabilistic Metrics', by Mu Niu, Zhenwen Dai, Pokman Cheung, Yizhu Wang.
http://jmlr.org/papers/v24/22-0627.html
#gaussian #manifolds #manifold
#gaussian #manifolds #manifold
JMLR · @jmlr
656 followers · 206 posts · Server sigmoid.social
'Gaussian Processes with Errors in Variables: Theory and Computation', by Shuang Zhou, Debdeep Pati, Tianying Wang, Yun Yang, Raymond J. Carroll.
http://jmlr.org/papers/v24/21-1480.html
#bayesian #nonparametric #gaussian
#bayesian #nonparametric #gaussian
JMLR · @jmlr
657 followers · 202 posts · Server sigmoid.social
'Bayes-Newton Methods for Approximate Bayesian Inference with PSD Guarantees', by William J. Wilkinson, Simo Särkkä, Arno Solin.
http://jmlr.org/papers/v24/21-1298.html
#gaussian #bayesian #posterior
#gaussian #bayesian #posterior
JMLR · @jmlr
656 followers · 185 posts · Server sigmoid.social
'Posterior Contraction for Deep Gaussian Process Priors', by Gianluca Finocchio, Johannes Schmidt-Hieber.
http://jmlr.org/papers/v24/21-0556.html
#priors #posterior #gaussian
Published papers at TMLR · @tmlrpub
513 followers · 355 posts · Server sigmoid.social
Bayesian Transformed Gaussian Processes
Xinran Zhu, Leo Huang, Eric Hans Lee, Cameron Alexander Ibrahim, David Bindel
Mohammad Hajiaghayi · @MTHajiaghayi
27 followers · 26 posts · Server mathstodon.xyzNow (7pm ET Wed) watch https://youtu.be/QS0VmCD9YLU(FEEL FREE TO SUBSCRIBE TO YOUTUBE
@hajiaghayi
FOR FUTURE LESSONS) Lesson 14: Introduction to Algorithms by Mohammad Hajiaghayi: We talk about #Probability (Part 2) useful for designing #randomized #algorithms
#algorithms, #design, #induction, #recursive, #randomizedalgorithms, #probability, #randominput ,
#probabilitytheory, #randomvariables, #expectations, #variance, #Bernoulli, #Binomial, #Poisson, #Normaldistribution, #Gaussian, #Python, #numpy.random, #scipy.stats, #correlation, #Pearson, #spearman, #geeksforgeeks , #hackerrank, #leetcode, #cs, #computerscience
#computerscience #cs #leetcode #hackerrank #geeksforgeeks #spearman #pearson #correlation #scipy #numpy #python #gaussian #normaldistribution #poisson #binomial #Bernoulli #variance #expectations #randomvariables #probabilitytheory #randominput #randomizedalgorithms #recursive #induction #design #algorithms #randomized #probability
Published papers at TMLR · @tmlrpub
507 followers · 294 posts · Server sigmoid.social
Learning Energy Conserving Dynamics Efficiently with Hamiltonian Gaussian Processes
Magnus Ross, Markus Heinonen
#hamiltonian #trajectories #gaussian
Published papers at TMLR · @tmlrpub
506 followers · 283 posts · Server sigmoid.social
Cheap and Deterministic Inference for Deep State-Space Models of Interacting Dynamical Systems
Andreas Look, Barbara Rakitsch, Melih Kandemir, Jan Peters
#Multimodal #benchmark #gaussian
thetestspecimen · @thetestspecimen
1 followers · 15 posts · Server fosstodon.orgBayesian Gaussian Mixture Models are a great way to improve the clustering performance of real world datasets.
Find out why and where you might want to use them, and how to implement them efficiently.
#clustering #DataScience #MachineLearning #Bayesian #Gaussian #MixtureModels #BGMM #GMM #unsupervisedlearning
#clustering #datascience #machinelearning #bayesian #gaussian #mixturemodels #bgmm #gmm #unsupervisedlearning
New Submissions to TMLR · @tmlrsub
160 followers · 370 posts · Server sigmoid.social
On Average-Case Error Bounds for Kernel-Based Bayesian Quadrature
#gaussian #quadrature #kernels