Jun 18 2018
Posted in Quantitative Investing, Webinar Videos, Webinars
Insights
Jun 18 2018
Is Your Deep Learning Strategy Robust Enough?
Erez Katz, CEO and Co-founder of Lucena Research. So, you have an outstanding investment approach ready to be tested with real money. You’ve followed best practices, avoided overfitting (or curve fitting), validated your data sources and ensured it is survivor...Posted in Quantitative Investing
Jun 8 2018
How to Avoid Missing the Obvious in Deep Learning
Erez Katz, CEO and Co-founder of Lucena Research At Lucena, we always try to understand the root cause of unexpected results and pull actionable insights from the data. Sometimes it’s easy to blame the machine when actually it did exactly what it was tasked to...Posted in Company Blog, Quantitative Investing
May 29 2018
Using Deep Learning To Validate Alternative Data
QuantDesk® Machine Learning Forecast for the Week of May 29th, 2018 Using Deep Learning To Validate Alternative Data by Erez Katz, CEO and Co-founder of Lucena Research. Background We’ve concluded a three-part series in which we discussed approaches to classifying...Posted in Newsletter Archive
May 7 2018
Timeseries Convolutional
Erez Katz, CEO and Co-founder of Lucena Research How A Deep Neural Net Model Predicts An Outcome First step: Recognition Deep neural networks are able to classify complex relationships between characteristics of an image and its corresponding classification....Posted in Company Blog, Newsletter Archive
Apr 30 2018
How To Use Deep Neural Networks To Forecast Stock Prices
Erez Katz, CEO and Co-founder of Lucena Research In the past decade, the most successful implementations in deep neural networks (deep learning) centered around image processing. Handwriting recognition, natural language processing, speech recognition, and computer...Posted in Newsletter Archive, Predictive Analytics
Apr 16 2018
Data Science: A Prerequisite To Machine Learning
QuantDesk® Machine Learning Forecast for the Week of April 16th, 2018 Data Science: A Prerequisite To Machine Learning by Erez Katz, CEO and Co-founder of Lucena Research. With the proliferation of big data, many have been quick to hang the “AI shingle” on their...Posted in Newsletter Archive
Apr 9 2018
Even Machines Need Us To Cut Them Some Slack
QuantDesk® Machine Learning Forecast for the Week of April 9th, 2018 Even Machines Need Us To Cut Them Some Slack by Erez Katz, CEO and Co-founder of Lucena Research. As investment professionals looking to capitalize on unique data and clever predictive algorithms, it...Posted in Newsletter Archive
Mar 25 2018
Money Machines - interview with Prattle
Powered Investment Research posted with permission from Prattle. original Prattle is pleased to publish this interview with Erez Katz, CEO and co-founder of Lucena Research, focusing on how machine learning technologies can be used to automate the development and...Posted in Company Blog