Artificial Intelligence

I recently started an AI-focused educational newsletter, that already has over 80,000 subscribers. TheSequence is a no-BS (meaning no hype, no news etc) ML-oriented newsletter that takes 5 minutes to read. The goal is to keep you up to date with machine learning projects, research papers and concepts. Please give it a try by subscribing below:

Recently, one of my students asked me a question as of whether DeepMind was solely working in reinforcement learning applications. The answer is obviously no but the question is still valid as it rooted in the fact that most of DeepMind’s highly publicized work…

The Sequence Scope is a summary of the most important published research papers, released technology and startup news in the AI ecosystem in the last week. This compendium is part of TheSequence newsletter. Data scientists, scholars, and developers from Microsoft Research, Intel Corporation, Linux Foundation AI, Google, Lockheed Martin, Cardiff University, Mellon College of Science, Warsaw University of Technology, Universitat Politècnica de València and other companies and universities are already subscribed to TheSequence.

📝 Editorial: Self-Supervised Learning is Making Inroads

Self-supervised learning (SSL) is one of the most fascinating and exciting new areas of research in deep learning systems. Labeled by many experts as crucial to the…

Artificial Intelligence

I recently started an AI-focused educational newsletter, that already has over 80,000 subscribers. TheSequence is a no-BS (meaning no hype, no news etc) ML-oriented newsletter that takes 5 minutes to read. The goal is to keep you up to date with machine learning projects, research papers and concepts. Please give it a try by subscribing below:

Designing deep neural networks these days is more art than science. In the deep learning space, any given problem can be addressed with a fairly large number of neural network architectures. In that sense, designing a deep neural network from the ground up for…

Yesterday I presented a super fun webinar about some of the recent work IntoTheBlock has been doing extracting insights from crypto news and social fees like Twitter or Telegram. Part of this new work leverages new natural language understanding(NLU) models such as OpenAI GPT-3 and transformer architectures to enable capabilities such as text summarization, generation and classification.

Here are some key points we discussed in the webinar:

· There are two main sources of text analytics in the crypto space: news and social data fees.

· Most efficient news analytics methods focus on topic and entity extraction.

· Most efficient…

I recently started an AI-focused educational newsletter, that already has over 80,000 subscribers. TheSequence is a no-BS (meaning no hype, no news etc) ML-oriented newsletter that takes 5 minutes to read. The goal is to keep you up to date with machine learning projects, research papers and concepts. Please give it a try by subscribing below:

Energy-Based Models(EBM) is one of the most promising areas of deep learning that hasn’t seen a tremendous level of adoption yet. Conceptually, EBMs are a form of generative modeling that learns the key characteristics of a target dataset and tries to generate similar datasets…

Artificial Intelligence

I recently started an AI-focused educational newsletter, that already has over 80,000 subscribers. TheSequence is a no-BS (meaning no hype, no news etc) ML-oriented newsletter that takes 5 minutes to read. The goal is to keep you up to date with machine learning projects, research papers and concepts. Please give it a try by subscribing below:

Hyperparameter optimization is a key aspect of the lifecycle of machine learning applications. While methods such as grid search are incredibly effective for optimizing hyperparameters for specific isolated models, they are very difficult to scale across large permutations of models and experiments. A company…

The Sequence Scope is a summary of the most important published research papers, released technology and startup news in the AI ecosystem in the last week. This compendium is part of TheSequence newsletter. Data scientists, scholars, and developers from Microsoft Research, Intel Corporation, Linux Foundation AI, Google, Lockheed Martin, Cardiff University, Mellon College of Science, Warsaw University of Technology, Universitat Politècnica de València and other companies and universities are already subscribed to TheSequence.

📝 Editorial: The Race to Improve Reinforcement Learning

Reinforcement Learning (RL) has been at the center of some of the most important milestones of the last decade of deep learning. DeepMind’s RL-based AlphaGo is considered…

Artificial Intelligence

I recently started an AI-focused educational newsletter, that already has over 80,000 subscribers. TheSequence is a no-BS (meaning no hype, no news etc) ML-oriented newsletter that takes 5 minutes to read. The goal is to keep you up to date with machine learning projects, research papers and concepts. Please give it a try by subscribing below:

In his book “The Master Algorithm”, artificial intelligence researcher Pedro Domingos explores the idea of a single algorithm that can combine the major schools of machine learning. The idea is, without a doubt, extremely ambitious but we are already seeing some iterations of it…