#BayesianDeepLearning

#BayesianDeepLearning #InterpretableML #ConceptInterpretation #HumanAICollaboration Achieving the balance between accuracy and interpretability in machine learning models is a notable challenge. Models that are accurate often lack interpretability,

Happy to share ‘Increasing Expressivity in a Hyperspherical VAE’ will be presented @ #neurips19 in the workshop on #BayesianDeepLearning ! (w/ @jmtomczak + @egavves) 🇨🇦 w: TL;DR: scale hyperspherical VAE to higher dimensions using product-distributions

#BayesianDeepLearning #PEFT #TrustworthyLLM #BaysianLLM We are excited to present our "🔵BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models" at #NeurIPS2024.

Jiri Hron will be speaking about our work with Zoubin Ghahramani "Variational Bayesian dropout: pitfalls and fixes" at #ICML2018 04:00 -- 04:20 PM @ A4. Paper here: Poster #194 #BayesianDeepLearning #VariationalInference

MCMC Markov chain Monte Carlo The Markov-chain Monte Carlo Interactive Gallery, by Chi Feng: Wikipedia: MCMC.Eth BayesianInference.Eth BayesianDeepLearning.Eth #BayesianInference #BayesianDeepLearning #MCMC

#highlycitedpaper The MindGomoku: An Online P300 #BCI Game Based on #BayesianDeepLearning #braincomputerinterface #electroencephalogram #EEG #P300 #BCIgame

🧩 How does #BayesianDeepLearning handle the wild terrain of real-world o.o.d. data? Novel work from our student Florian Seligmann with the #WILDS 🐾 datasets: Exploring transformers, finetuning and last-layer methods while ensembling it all! #NeurIPS2023

MCMC Markov chain Monte Carlo The Markov-chain Monte Carlo Interactive Gallery, by Chi Feng: Wikipedia: MCMC.Eth BayesianInference.Eth BayesianDeepLearning.Eth #BayesianInference #BayesianDeepLearning #MCMC

Want to learn about VAEs and generative modelling? Jave a look at Jakub Tomczak's blog, @jmtomczak #DeepLearning #BayesianDeepLearning

Bayesian Deep Learning Bayesian deep learning allows to reach a realistic expression of uncertainty when training deep neural networks BayesianDeepLearning.Eth | DeepNeuralNetworks.Eth #BayesianDeepLearning #DeepNeuralNetworks #MontrealAIMetaverse

Only a few more hours until #NeurIPS2019 Lisbon kicks off in @feedzai office! We are ready for you 🙌🏽 #BayesianDeepLearning

Check out our paper @NatureMedicine ! Definitely one of my favorite works in the past two years. We use our Bayesian Deep Learning framework to integrate low-level FMCW radar perception with high-level continuous-time BayesNet reasoning.

This allows the AI system to accurately infer whether patients are using devices such as insulin pens and inhalers on time, and whether they are doing every step correctly. Another fun fact: our system works 24/7, and it is camera-free! #MLHealth #BayesianDeepLearning @MIT_CSAIL

We like to do a bit of #AgeEstimation @AiRigr (#DigitalForensics!). Wanting to go beyond point estimate in our regression models, BLiTZ made it surprisingly easy to start outputting distributions instead! Also @Gradio made it easy to incorporate fancy new output in our demo!

BLiTZ — A Bayesian Neural Network Library for #PyTorch. #BigData #DavidPraiseKalu #Analytics #DataScience #IoT #IIoT #Python #RStats #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Statistics #Programming #Coding #100DaysofCode

With #BayesianDeepLearning, we no longer have mere model weights - we have _distributions_ over our weights. After all, what is a model but a guess at the "model of the Gods" which would result from training over "all possible data".

Bayesian Deep Learning Bayesian deep learning allows to reach a realistic expression of uncertainty when training deep neural networks. BayesianDeepLearning.Eth | DeepNeuralNetworks.Eth #BayesianDeepLearning #DeepNeuralNetworks #MontrealAIMetaverse

#icml2019 #BayesianDeepLearning #Generalisation #day1

🌎🔬🗺️🧐 Learn how Artificial Intelligence can improve geological mapping in this fascinating online lecture featuring Charlie Kirkwood from the University of Exeter! 🤖📈🌋 📽️Watch now: #geologicalmapping #AI #Bayesiandeeplearning #spatialconsistency

Beautiful visuals in this talk; great intuition for #deeplearning and #BayesianDeepLearning. #PyDataNYC ... This talk was NUTS 🤣

MCMC Markov chain Monte Carlo The Markov-chain Monte Carlo Interactive Gallery, by Chi Feng: Wikipedia: MCMC.Eth BayesianInference.Eth BayesianDeepLearning.Eth #BayesianInference #BayesianDeepLearning #MCMC

@dustinvtran For those who are at #nips2017 we will be at the #BayesianDeepLearning workshop tomorrow to discuss this work. Since the arxiv submission we have extended our analysis to the truncation style arguments. It will be great to chat with you all.

"We always cut corners for sake of computation; the interesting question is which corners we have available" #nips2016 #bayesiandeeplearning