#BayesianDeepLearning

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.

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

#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,

🧩 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

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

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

#icml2019 #BayesianDeepLearning #Generalisation #day1

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".

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

Beyond #DeepLearning => #BayesianDeepLearning by Zoubin Ghahramani. Systems should know when they don’t know #wsai17

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

Even simple Neural Networks can achieve almost 90% accuracy in predicting $BTC price movements. Working on more complex models which will be released soon... #BayesianDeepLearning

@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

Accepted at the #BayesianDeepLearning workshop @NeurIPSConf #NeurIPS2021 ! With Maria Perez-Ortiz, @OmarRivasplata , Emilio Parrado-Hernandez and @johnshawetaylor

Progress in Self-Certified Neural Networks by Maria Perez-Ortiz et al. including @bguedj #NeuralNetwork #ComputerScience

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

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

🌎🔬🗺️🧐 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 🤣