Can AI systems be biased?
With automated decision making, We believe tech leaders and authorities are responsible for building socially responsible machines that serve the entire community equally.
#AI#CHANGE#racism#bias#SocialJustice#NLP
https://t.co/lQMArNsv8x
Attention mechanisms revolutionized machine learning in applications ranging from NLP to reinforcement learning. In this post, we look at the first type of attention - Additive Attention (also known as Bahdanau Attention) https://t.co/7sRR6JWNmV #machinelearning#NLP#pytorch
In this post we discuss classical approaches to recommendation systems, widely used in commercial applications such as Netflix and Spotify. We explain what is collaborative filtering, matrix factorization and the Factorization Machine. https://t.co/HgEKHi9zNP #datascience
In this post we present the mathematics underlying Bayesian linear regression, derive the equations for aleatoric and epistemic uncertainty and discuss three practical applications for uncertainty estimation in data science practice https://t.co/0X02v2fd5o #ML#datascience
The relation between syntax and semantics has practical consequences for NLP. Here we review several approaches to disentangling these two when training sentence encoders. https://t.co/RyDK0ob4XT In other words: How AI can generate paraphrases?
#NLP#word2vec#AI
The capsule networks - that was the topic of the talk given by our developer, Przemek, during this years #datasciencesummit. Have you listen to it? Or you didn't have a chance to join the event? Let us know if you want to find out more about the idea by retweeting!
Data Science Summit happened to be a huge success! Congratulations to the organizers! It was a pleasure to be a contributor to such an event.
Have you seen the #sigmoteam there? https://t.co/iWe2Q0luSh
AI and Compute: Our analysis showing that the amount of compute used in the largest AI training runs has had a doubling period of 3.5 months since 2012 (net increase of 300,000x): https://t.co/YH4tZXirtU
Did you approach us on Let's Start Up Expo today? Did you listen to our business developer Marta on her speech about AI solutions for business?
That was a thing!
Thank you all for participation
#ai#sigmo#sigmoevents#sigmofriends#sgh#expo