[MINI] One Shot Learning
Data Skeptic22 Sep 2017

[MINI] One Shot Learning

One Shot Learning is the class of machine learning procedures that focuses learning something from a small number of examples. This is in contrast to "traditional" machine learning which typically requires a very large training set to build a reasonable model.

In this episode, Kyle presents a coded message to Linhda who is able to recognize that many of these new symbols created are likely to be the same symbol, despite having extremely few examples of each. Why can the human brain recognize a new symbol with relative ease while most machine learning algorithms require large training data? We discuss some of the reasons why and approaches to One Shot Learning.

Det här avsnittet är hämtat från ett öppet RSS-flöde och publiceras inte av Podme. Det kan innehålla reklam.

Avsnitt(601)

4 out of 5 Data Scientists Agree

4 out of 5 Data Scientists Agree

This episode kicks off the new season of the show, Data Skeptic: Surveys.  Linhda rejoins the show for a conversation with Kyle about her experience taking surveys and what questions she has for the s...

10 Jan 202328min

Crowdfunded Board Games

Crowdfunded Board Games

It may be intuitive to think crowdfunding a project drives its innovation and novelty, but there are no empirical studies that prove this. On the show, Johannes Wachs shares his research that sought t...

26 Dec 202234min

Russian Election Interference Effectiveness

Russian Election Interference Effectiveness

There were reports of Russia's interference in the 2016 US elections. In today's episode, Koustuv Saha, a researcher at Microsoft Research walks us through the effect of targeted ads for political cam...

19 Dec 202241min

Placement Laundering Fraud

Placement Laundering Fraud

There is an unsung kind of ad fraud brewing in the ad tech space — placement laundering fraud. On the show, Jeff Kline discusses what placement laundering fraud is, how it can be identified, and possi...

15 Dec 202232min

Data Clean Rooms

Data Clean Rooms

Bosko Milekic, the Co-founder of Optable, a data collaboration platform for the media and advertising industry, joins us today. Bosko talked about the clean rooms, the technology driving data privacy ...

12 Dec 202231min

Dark Patterns in Site Design

Dark Patterns in Site Design

Kerstin Bongard-Blanchy is a Research Associate at the University of Luxembourg. She joins us to discuss her study that investigated dark patterns in web designs. She discussed the results, the effect...

5 Dec 202234min

Internet Advertising Bureau Media Lab

Internet Advertising Bureau Media Lab

We are joined by Anthony Katsur, the CEO of IAB Tech Lab. Anthony discusses standards within the ad tech industry. He explained how IAB Tech Lab set and propagates global standards, actions to ensure ...

3 Dec 202237min

Your Mouse Reveals Your Gender and Age

Your Mouse Reveals Your Gender and Age

When we navigate a webpage, it is fairly easy for our mouse movement to be tracked and collected. Today, Luis Leiva, a Professor of Computer Science discusses how these mouse tracking data can be used...

28 Nov 202239min

Populärt inom Vetenskap

dumma-manniskor
p3-dystopia
allt-du-velat-veta
kapitalet-en-podd-om-ekonomi
rss-ufobortom-rimligt-tvivel
rss-vetenskapsradion
rss-spraket
medicinvetarna
paranormalt-med-caroline-giertz
rss-vetenskapsradion-2
svd-nyhetsartiklar
rss-odla
dumforklarat
rss-arkeologi-historia-podden-som-graver-i-vart-kulturlandskap
det-morka-psyket
hacka-livet
barnpsykologerna
ufo-sverige
sexet
rss-broccolipodden-en-podcast-som-inte-handlar-om-broccoli