The human-in-the-loop approach shows high efficiency in language models.
I recently started an AI-focused educational newsletter, that already has over 90,000 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 recent book Deep Thinking, former chess world champion Garry Kasparov reflects on his second match against IBM Deep Blue as a way to present some provocative ideas about the artificial intelligence(AI) space. As he develops his ideas, Kasparov concludes that the immediate…
How are BTC and ETH performing relative to top equities, indexes or commodities?
The last few days have seen a tremendous turmoil in crypto as well as in traditional financial markets. Given that crypto is often positions as an uncorrelated asset strategy, we like to regularly track its behavior relative to other asset classes. A few months ago, we launched IntoTheBlock’s capital market insights precisesly to bring this analysis to crypto investors and traders. Today, I would like to highlight some intriguing analytics about the last few days of crypto( specifically Bitcoin and Ethereum) in relationship with other financial markets. I think you will find some of these analytics very curious.
1) Nasdaq and the S&P500 have vastly outperformed crypto.
The new framework incorporates some cutting edge ideas for AutoML systems.
I recently started an AI-focused educational newsletter, that already has over 90,000 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:
Ensemble learning is a deep learning technique that combines multiple machine learning models into an ensemble that can outperform each of the individual models. The main thesis behind ensemble learning is rooted in the famous No-Free-Lunch-Theorem(NFLT) that states than given all possible data distributions…
Machine Learning
The method known as Parameter Space Noise addresses the important exploration-exploitation challenge in reinforcement learning agents.
I recently started an AI-focused educational newsletter, that already has over 90,000 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:
The exploration vs. exploitation dilemma is one of the fundamental balances in deep reinforcement learning applications. How much resources to devote to acquire knowledge that can improve future actions versus performing specific actions? This is one of the main heuristics that rule the behavior…
Weekly newsletter with over 90,000 subscribers that discusses impactful ML research papers, cool tech releases, the money in AI, and real-life implementations.
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 AlphaFold Race is On!
Last year, DeepMind shocked the biology and artificial intelligence (AI) worlds with the unveiling of AlphaFold2, a deep learning model able to predict the structure of proteins…
Natural Language Processing
The new method combines generative models and NLP.
I recently started an AI-focused educational newsletter, that already has over 90,000 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:
Humans build knowledge in images. Every time we are presented with an idea or an experience, our brain immediately formulates visual representations of it. Similarly, our brain is constantly context switching between sensory signals such as sound or texture and its visual representations. Our…
Is DeFi lending slowing down? Not so fast….
There is a lot of speculation about the effect that the current crypto market conditions are having in the DeFi space. Some ecosystems such as Binance Smart Chain have been affected but others like Polygon are thriving. Yields have been contracting in some platforms and skyrocketing in others. The fact of the matters is that different areas of the DeFi market have been reacting different to the existing correcting and stability in large cap crypto prices.
Today, I would like to show some indicators that provide a perspective of the activity in the DeFi lending space. Lending has become one…
How much computation cost and time is required to optimize the training of deep learning models.
I recently started an AI-focused educational newsletter, that already has over 90,000 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:
Conventional deep learning wisdom dictates that using large training datasets is the fastest way to increase the performance of a model. The truth, however, is a little bit…
Natural Language Processing
Google researchers designed a universal machine translation system that can work across a hundred languages.
I recently started an AI-focused educational newsletter, that already has over 90,000 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:
Natural language systems have been at the center of the artificial intelligence(AI) renaissance of the last few years. However, the benefits of language intelligence programs have been constrained to the most popular spoken languages in the world. It is trivial to get Alexa to…
Weekly newsletter with over 90,000 subscribers that discusses impactful ML research papers, cool tech releases, the money in AI, and real-life implementations.
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 Future of Deep Learning According to Three Legends
Somebody, someday, should produce a movie about the history of deep learning. The story certainly doesn’t lack drama and has a few heroes. Among the many protagonists…
Jesus Rodriguez
CEO of IntoTheBlock, Chief Scientist at Invector Labs, I write The Sequence Newsletter, Guest lecturer at Columbia University, Angel Investor, Author, Speaker.
