[MINI] One Shot Learning
Data Skeptic22 Syys 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.

Tämä jakso on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi jakso saattaa sisältää mainontaa.

Jaksot(601)

Emoji as a Predictor

Emoji as a Predictor

Emojis are arguably one of the most effective ways to express emotions when texting. In today's episode, Xuan Lu shares her research on the use of emojis by developers. She explains how the study of e...

23 Touko 202221min

Polarizing Trends in the Gig Economy

Polarizing Trends in the Gig Economy

On the show today, Fabian Braesemann, a research fellow at the University of Oxford, joins us to discuss his study analyzing the gig economy. He revealed the trends he discovered since remote work bec...

16 Touko 202246min

Remote Learning in Applied Engineering

Remote Learning in Applied Engineering

On the show today, we interview Mouhamed Abdulla, a professor of Electrical Engineering at Sheridan Institute of Technology. Mouhamed joins us to discuss his study on remote teaching and learning in a...

12 Touko 202225min

Remote Productivity

Remote Productivity

It is difficult to estimate the effect on remote working across the board. Darja Šmite, who speaks with us today, is a professor of Software Engineering at the Blekinge Institute of Technology. In her...

9 Touko 202229min

Does Remote Learning Work?

Does Remote Learning Work?

We explore this complex question in two interviews today.  First, Kasey Wagoner describes 3 approaches to remote lab sessions and an analysis of which was the most instrumental to students.  Second, T...

1 Touko 202248min

Covid-19 Impact on Bicycle Usage

Covid-19 Impact on Bicycle Usage

In this episode, we speak with Abdullah Kurkcu, a Lead Traffic Modeler. Abdullah joins us to discuss his recent study on the effect of COVID-19 on bicycle usage in the US. He walks us through the data...

25 Huhti 202231min

Learning Digital Fabrication Remotely

Learning Digital Fabrication Remotely

Today, we are joined by Jennifer Jacobs and Nadya Peek, who discuss their experience in teaching remote classes for a course that is largely hands-on. The discussion was focused on digital fabrication...

22 Huhti 202233min

Remote Software Development

Remote Software Development

Today, we are joined by Denae Ford, a Senior Researcher at Microsoft Research and an Affiliate Assistant Professor at the University of Washington. Denae discusses her work around remote work and its ...

18 Huhti 202237min

Suosittua kategoriassa Tiede

tiedekulma-podcast
rss-poliisin-mieli
docemilia
rss-mita-tulisi-tietaa
rss-lapsuuden-rakentajat-podcast
filocast-filosofian-perusteet
rss-tiedetta-vai-tarinaa
rss-lihavuudesta-podcast
rss-bios-podcast
rss-duodecim-lehti
rss-metsantuntijat-podcast