Auditing Algorithms
Data Skeptic29 Jan 2016

Auditing Algorithms

Algorithms are pervasive in our society and make thousands of automated decisions on our behalf every day. The possibility of digital discrimination is a very real threat, and it is very plausible for discrimination to occur accidentally (i.e. outside the intent of the system designers and programmers). Christian Sandvig joins us in this episode to talk about his work and the concept of auditing algorithms.

Christian Sandvig (@niftyc) has a PhD in communications from Stanford and is currently an Associate Professor of Communication Studies and Information at the University of Michigan. His research studies the predictable and unpredictable effects that algorithms have on culture. His work exploring the topic of auditing algorithms has framed the conversation of how and why we might want to have oversight on the way algorithms effect our lives. His writing appears in numerous publications including The Social Media Collective, The Huffington Post, and Wired.

One of his papers we discussed in depth on this episode was Auditing Algorithms: Research Methods for Detecting Discrimination on Internet Platforms, which is well worth a read.

Denne episoden er hentet fra en åpen RSS-feed og er ikke publisert av Podme. Den kan derfor inneholde annonser.

Episoder(601)

Data Science at ZestFinance with Marick Sinay

Data Science at ZestFinance with Marick Sinay

Marick Sinay from ZestFianance is our guest this weel.  This episode explores how data science techniques are applied in the financial world, specifically in assessing credit worthiness.

12 Sep 201431min

[MINI] Decision Tree Learning

[MINI] Decision Tree Learning

Linhda and Kyle talk about Decision Tree Learning in this miniepisode.  Decision Tree Learning is the algorithmic process of trying to generate an optimal decision tree to properly classify or forecas...

5 Sep 201413min

Jackson Pollock Authentication Analysis with Kate Jones-Smith

Jackson Pollock Authentication Analysis with Kate Jones-Smith

Our guest this week is Hamilton physics professor Kate Jones-Smith who joins us to discuss the evidence for the claim that drip paintings of Jackson Pollock contain fractal patterns. This hypothesis o...

29 Aug 201449min

[MINI] Noise!!

[MINI] Noise!!

Our topic for this week is "noise" as in signal vs. noise.  This is not a signal processing discussions, but rather a brief introduction to how the work noise is used to describe how much information ...

22 Aug 201416min

Guerilla Skepticism on Wikipedia with Susan Gerbic

Guerilla Skepticism on Wikipedia with Susan Gerbic

Our guest this week is Susan Gerbic. Susan is a skeptical activist involved in many activities, the one we focus on most in this episode is Guerrilla Skepticism on Wikipedia, an organization working t...

15 Aug 20141h 9min

[MINI] Ant Colony Optimization

[MINI] Ant Colony Optimization

In this week's mini episode, Linhda and Kyle discuss Ant Colony Optimization - a numerical / stochastic optimization technique which models its search after the process ants employ in using random wal...

8 Aug 201415min

Data in Healthcare IT with Shahid Shah

Data in Healthcare IT with Shahid Shah

Our guest this week is Shahid Shah. Shahid is CEO at Netspective, and writes three blogs: Health Care Guy, Shahid Shah, and HitSphere - the Healthcare IT Supersite. During the program, Kyle recommend...

1 Aug 201457min

[MINI] Cross Validation

[MINI] Cross Validation

This miniepisode discusses the technique called Cross Validation - a process by which one randomly divides up a dataset into numerous small partitions. Next, (typically) one is held out, and the rest ...

25 Jul 20140s

Populært innen Vitenskap

fastlegen
tingenes-tilstand
jss
forskningno
rekommandert
sinnsyn
rss-paradigmepodden
villmarksliv
nevropodden
rss-zahid-ali-hjelper-deg
kvinnehelsepodden
vett-og-vitenskap-med-gaute-einevoll
tidlose-historier
liberal-halvtime
fjellsportpodden
rss-inn-til-kjernen-med-sunniva-rose
nordnorsk-historie
rss-overskuddsliv
rss-rekommandert
pod-britannia