Arnie B. Powered by AI: Instagram’s Explore recommender system facebook.com Over half of the Instagram community visits Instagram Explore every month to discover new photos, videos, and Stories relevant to their interests. …
Marty RoseComputer Science Can the planet really afford the exorbitant power demands of machine learning? The Guardian - John NaughtonWhen you’ve embarked on changing the world, why let pedantic reservations get in the way? There is, alas, no such thing as a free lunch. This simple and obvious truth is invariably forgotten whenever exuberance
Arnie B.Data Science The State of Machine Learning Frameworks in 2019 thegradient.pub - Horace He Since deep learning regained prominence in 2012, many machine learning frameworks have clamored to become the new favorite among researchers and …
Arnie B. Profiling Native Python Extensions benfrederickson.com - Ben Frederickson One of the cool new features in py-spy is the ability to profile native Python extensions written in languages like C, C++ or Cython. Almost all other …
Arnie B. Attention and Augmented Recurrent Neural Networks distill.pub A visual overview of neural attention, and the powerful extensions of neural networks being built on top of it.
Arnie B. Multi-label Text Classification using BERT – The Mighty Transformer Medium - Kaushal Trivedi The past year has ushered in an exciting age for Natural Language Processing using deep neural networks. Research in the field of using pre-trained …
Arnie B. Recap: Designing a more Efficient Estimator for Off-policy Evaluation in Bandits with Large Action google.com
Arnie B.Icon version of the Flipboard logo The State of Transfer Learning in NLP kdnuggets.com - Matt Mayo Editor This post expands on the NAACL 2019 tutorial on Transfer Learning in NLP organized by Matthew Peters, Swabha Swayamdipta, Thomas Wolf, and Sebastian …
Arnie B.Icon version of the Flipboard logo Current Issues with Transfer Learning in NLP - Khalifa's Blog mohammadkhalifa.github.io Natural Language Processing (NLP) has recently witnessed dramatic progress with state-of-the-art results being published every few days. Leaderboard …
Arnie B.Quote Symbol Krut just wrote this. :) Really well written! Arnie B. Krut just wrote this. :) Really well written! https://medium.com/@krutpatel/convolution-operation-comprehensive-guide-b1cfd101e79c
Arnie B.Alibaba Group Order Matters: Alibaba's Transformer-based Recommender System | AISC Blog ai.science Alibaba, the largest e-commerce platform in China, is a powerhouse not only when it comes to e-commerce, but also when it comes to recommender …
Arnie B. Why Momentum Really Works distill.pub We often think of optimization with momentum as a ball rolling down a hill. This isn't wrong, but there is much more to the story.
Arnie B.Machine Learning spaCy meets PyTorch-Transformers: Fine-tune BERT, XLNet and GPT-2 · Blog · Explosion explosion.ai Huge transformer models like BERT, GPT-2 and XLNet have set a new standard for accuracy on almost every NLP leaderboard. You can now use these models …
Rashmi UmalkarHealth Alphabet’s AI Might Be Able to Predict Kidney Disease WIRED - Tom Simonite In a study involving 700,000 VA patients, an algorithm from DeepMind predicted 90% of cases of acute kidney injury up to 48 hours before it …
Rashmi UmalkarMachine Learning A Two-Track Algorithm To Detect Deepfake Images ieee.org - Mark Anderson A neural-network-based tool can spot image manipulation at the level of single-pixels Researchers have demonstrated a new algorithm for detecting …
Arnie B. L2 Regularization and Batch Norm janestreet.com - By: David Wu This blog post is about an interesting detail about machine learning that I came across as a researcher at Jane Street - that of the interaction …
Arnie B. Multilingual Universal Sentence Encoder for Semantic Retrieval googleblog.com - Google AI Posted by Yinfei Yang and Amin Ahmad, Software Engineers, Google Research Since it was introduced last year, “Universal Sentence Encoder (USE) for …
Arnie B. Tips for Training Likelihood Models evjang.com This is a tutorial on common practices in training generative models that optimize likelihood directly, such as autoregressive models and normalizing …
Mike C. Facebook open-sources DLRM, a deep learning recommendation model VentureBeat - Khari JohnsonFacebook today announced the open source release of Deep Learning Recommendation Model (DLRM), a state-of-the-art AI model for serving up personalized results in production environments. DLRM can be found
Mike C. How to Develop a GAN for Generating MNIST Handwritten Digits machinelearningmastery.com - Jason Brownlee Tweet Share ShareGenerative Adversarial Networks, or GANs, are an architecture for training generative models, such as deep convolutional neural …
Mike C. Google Cloud launches Deep Learning Containers in beta VentureBeat - Khari JohnsonGoogle Cloud Platform (GCP) today launched Deep Learning Containers, environments optimized for deploying and testing applications and services that utilize machine learning. Now in beta, GCP Deep Learning
Mike C. Google launches TensorFlow.Text library for language AI models VentureBeat - Khari JohnsonGoogle today introduced TensorFlow.Text, a library for preprocessing language models with TensorFlow. The open source machine learning framework created by the Google Brain team has seen more than 41 downloads.
Marty Rose 'A white-collar sweatshop': Google Assistant contractors allege wage theft The Guardian - Julia Carrie Wong“Do you believe in magic?” Google asked attendees of its annual developer conference this May, playing the seminal Lovin’ Spoonful tune as an introduction. Throughout the three-day event, company executives
Arnie B.Algorithms Simulating A/B tests offline with counterfactual inference abhadury.com While developing machine learning (ML) algorithms in production environments, we usually optimize a function or a loss that has nothing to do with …
Arnie B.Icon version of the Flipboard logoData Science A Recipe for Training Neural Networks karpathy.github.io Some few weeks ago I posted a tweet on “the most common neural net mistakes”, listing a few common gotchas related to training neural nets. The tweet …
Marty RoseQuantum Computing Toshiba's breakthrough algorithm realizes world's fastest, largest-scale combinatorial optimization phys.org Toshiba Corporation has realized a major breakthrough in combinatorial optimization—the selection of the best solutions from among an enormous number …
Mike C. A leading AI conference is trying to fix the field’s reproducibility crisis MIT Technology Review - Karen Hao Last week, organizers of the Neural Information Processing Systems Conference (NeurIPS), one of the world’s largest annual AI research conferences, …
Mike C. Comparing the Functionality of Open Source Natural Language Processing Libraries dominodatalab.com - Domino In this guest post, Maziyar Panahi and David Talby provide a cheat sheet for choosing open source NLP libraries.What do natural language processing …
