Deep Learning in Time Series Analysis

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11800 Domain Drive · Austin, TX

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Parking at the Domain is open in the Blue Parking Garage (levels P3 and above) south of the HomeAway office. There is a bridge on P3 that will take you to the HomeAway lobby.

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6:30 - Food and drinks
7:00 - Deep Learning in Time Series Analysis - Andonis Mitidis
7:45 - Can my computer be creative?
8:30 - End
More food and drinks and chat!


Over the last few years, convolutional neural networks (CNN) have made huge advances in the state of the art for many image processing tasks. We will explore ways CNNs may be combined with time series analysis to yield additional insight.

This presentation will be an overview of a few new methods exploiting spatiotemporal relationships between images to solve a variety of tasks.

Object tracking is the task of linking arbitrary regions of interest across video frames. Action recognition is the task of classifying a region defined by bounding boxes by action category. We will also cover some examples from the medical domain.

About the Speaker:

Peter Vennerstrom: Enthusiastic data scientist with seven years’ experience making predictions to support decision making in investments. Peter has extensive experience translating client goals into actionable frameworks. He has a history of generating creative solutions to open ended problems. At Capstone Peter has done valuable work on several computer vision applications.

Can my computer be creative?:

What can we learn from creative algorithms?

A shallow dive through some of the deep NLP techniques we use at and how these techniques can inspire creative problem solving across domains with a focus on time series data
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About the Speaker:

Steven Wilkinson is the Founder & CEO of //

Steven taught his computer to rap. He started leading large scale data science projects in the insurance industry in 2002. Since 2014 he's been singularly focused on building and sharing creative ai to empower human expression.

Steven Wilkinson is the Founder and CEO of SecondBrain builds intelligent language tools to improve human communication by letting people focus on what they want to say rather than how they need to say it. SecondBrain built, an intelligent lyric writing partner, designed to showcase their approach to ai-driven language synthesis. SecondBrain graduated from Techstars Music in 2018.

Communication is hard. Your secondbrain can help.

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