Albert Jiménez
@jsalbert_
Machine Learning Engineer & Researcher @scribd. Computer Vision, Audio, NLP, Recommendations, Healthcare, Data and AI Infrastructure.
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How do more biologically-motivated algorithms compare to Backpropagation? 🤔 Today @makrouttch and I published in ArXiv a manuscript of our work on Benchmarking Feedback Alignment algorithms🧠 Open-sourced code can be found at github.com/jsalbert/bioto… Feedback is welcome! 🙏
Benchmarking the Accuracy and Robustness of Feedback Alignment Algorithms deepai.org/publication/be… by Albert Jiménez Sanfiz and @makrouttch #NeuralNetwork #OpenSource
deepai.org
Benchmarking the Accuracy and Robustness of Feedback Alignment Algorithms
08/30/21 - Backpropagation is the default algorithm for training deep neural networks due to its simplicity, efficiency and high convergence ...
We travelled across North America to be here for a week with no place to stay. We've been completely screwed over. @Expedia @IBEROSTAR @ExpediaCA @ExpediaHelp this better grt sorted out properly for us or we are never booking with either of you again. #unprofessional #unreliable
This is absolutely ridiculous. We booked a hotel with #Expedia for a vacation in the #DominicanRepublic and now they are saying our booking is cancelled with NO NOTIFICATION.
A NEW MARVEL LEGEND ARRIVES! @MorbiusMovie is exclusively in theatres, April 1. We’re hosting an EXCLUSIVE IMAX FAN SCREENING on 7PM/March 27 at the @CineplexMovies Scotiabank Theatre. RT + FOLLOW US for your chance to #win passes! Thank you @SonyPicturesCan!
The line between hero and villain will be broken. #Morbius is exclusively in movie theaters April 1.
Aquest 2022 es celebra el centenari del naixement de Francesc Català-Roca. Un fotògraf extraordinari, que va captar com ningú l'essència de Barcelona entre els anys 50 i 70. Aquí teniu un fil de fotos meravelloses👇
.@jsalbert_ describes the main feedback alignment methods and show a benchmark comparing their accuracy and robustness with backpropagation. buff.ly/3lw6xCl
In this post, I describe Feedback Alignment methods, a more biologically plausible family of algorithms than Backpropagation. These methods can increase robustness against adversarial attacks, & allow for time & energy savings in ASICs. Read more here: lnkd.in/eY8mzaQ9
This tutorial aims to bring closer how to set up a machine learning project and integrate it with MLOps practices such as creating a Docker container and deploy it in Amazon Web Services (AWS). Check it out at: levelup.gitconnected.com/launch-your-ml…
levelup.gitconnected.com
Launch Your ML App in 4 Easy Steps
From model training to deployment in AWS
Recently, I wrote a Medium tutorial about an important but sometimes overlooked thing: Test Parallelization. Explaining how to set a custom configuration file for Python with CircleCI and how to overcome some of the issues that could arise. Check it out: albert-jiimenez.medium.com/how-to-paralle…
levelup.gitconnected.com
How to Parallelize Your Python Tests Easily with CircleCI
Don’t let tests slow you down!
Based on conversations with a dozen companies doing real-time ML in both US and China, I wrote about online inference and online learning -- their use cases, solutions, and challenges. Machine learning is going real-time, and most companies aren't ready. huyenchip.com/2020/12/27/rea…
Very happy to see my art featured at @ARTIFICIApro!! Check out the website, really interesting creative projects and artists! #creativeAI #deeplearning #art #dali
ON THE BOUNDARY OF DREAMS En aquest treball Albert Jiménez (@jsalbert_) té com a objectiu explorar l’estat de #subconsciència i els límits entre el #somni i la #vigília com a font de #creativitat, inspirant-se en processos creatius de #Dalí. #aiart artificia.pro/ca/on-the-boun…
Excellent talk by @cristiancanton about the challenges when deploying models at large scale and his FB Red Team! We have deployed @TriageAI to the real world! Interesting times ahead! 🤳
Last week Triage's achievements were mentioned in a presentation at the @ExponentialMed conference by #NeilJacobstein the Chair of AI & Robotics and former President at @singularityu! #HealthAI #xMed #Triage #DermatologyAI #DetectDiseaseinaSnap
Presenting triage.com along with @adriaromero to some of the best Spanish physicians and innovators in the field of dermatology at I+Derma Conference. Thanks @NovartisSpain for inviting us and organizing this event. #digitaltransformation #AI #dermatology
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