Jesus Rodriguez

Intotheblock

Jesus Rodriguez is currently a CTO at Intotheblock. He is a technology expert, executive investor and startup advisor. Jesus founded Tellago, an award winning software development firm focused helping companies become great software organizations by leveraging new enterprise software trends.

Microsoft Introduces Icebreaker to Address the Famous Ice-Start Challenge in Machine Learning

By Jesus Rodriguez, Intotheblock on December 16, 2019 in Data Preparation, Machine Learning, Microsoft
The new technique allows the deployment of machine learning models that operate with minimum training data.
DeepMind Unveils MuZero, a New Agent that Mastered Chess, Shogi, Atari and Go Without Knowing the Rules

By Jesus Rodriguez, Intotheblock on December 9, 2019 in Agents, AlphaGo, Atari, Chess, DeepMind, Reinforcement Learning, Video Games
The new model showed great improvements over the previous AlphaZero agent.
Google Open Sources MobileNetV3 with New Ideas to Improve Mobile Computer Vision Models

By Jesus Rodriguez, Intotheblock on December 2, 2019 in Automated Machine Learning, Computer Vision, Google, Mobile, Open Source
The latest release of MobileNets incorporates AutoML and other novel ideas in mobile deep learning.
Can Neural Networks Develop Attention? Google Thinks they Can

By Jesus Rodriguez, Intotheblock on November 25, 2019 in Attention, Google, Neural Networks
Google recently published some work about modeling attention mechanisms in deep neural networks.
The Reinforcement-Learning Methods that Allow AlphaStar to Outcompete Almost All Human Players at StarCraft II

By Jesus Rodriguez, Intotheblock on November 18, 2019 in DeepMind, Reinforcement Learning
The new AlphaStar achieved Grandmaster level at StarCraft II overcoming some of the limitations of the previous version. How did it do it?
Facebook Adds This New Framework to It’s Reinforcement Learning Arsenal

By Jesus Rodriguez, Intotheblock on November 11, 2019 in Facebook, Reinforcement Learning
ReAgent is a new framework that streamlines the implementation of reasoning systems.
Facebook Has Been Quietly Open Sourcing Some Amazing Deep Learning Capabilities for PyTorch

By Jesus Rodriguez, Intotheblock on November 4, 2019 in Deep Learning, Facebook, PyTorch
The new release of PyTorch includes some impressive open source projects for deep learning researchers and developers.
DeepMind is Using This Old Technique to Evaluate Fairness in Machine Learning Models

By Jesus Rodriguez, Intotheblock on October 28, 2019 in Bayesian Networks, DeepMind, Machine Learning
Visualizing the datasets is an essential component to identify potential sources of bias and unfairness. DeepMind relied on a method called Causal Bayesian networks (CBNs) to represent and estimate unfairness in a dataset.
This Microsoft Neural Network can Answer Questions About Scenic Images with Minimum Training

By Jesus Rodriguez, Intotheblock on October 21, 2019 in Image Recognition, Microsoft, Neural Networks, Question answering, Training
Recently, a group of AI experts from Microsoft Research published a paper proposing a method for scene understanding that combines two key tasks: image captioning and visual question answering (VQA).
Using Neural Networks to Design Neural Networks: The Definitive Guide to Understand Neural Architecture Search

By Jesus Rodriguez, Intotheblock on October 14, 2019 in Architecture, Automated Machine Learning, Neural Networks
A recent survey outlined the main neural architecture search methods used to automate the design of deep learning systems.

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