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Journal Club

by Data Skeptic

Welcome to a brand new show from Data Skeptic entitled "Journal Club". Each episode will feature a regular panel and one revolving guest seat. The group will discuss a few topics related to data science and focus on one featured scholarly paper which is discussed in detail.

Episodes

Science Fiction, Training Thousands at Home, and AutoML-Zero

30m · Published 16 Sep 04:00

This week we are back with our regular panelists! Kyle brings us a short article exploring science fiction impacting AI titled "Survey Finds Science Fiction One of Many Factors Impacting Views of AI Technology." George brings us an article about using thousands fo computers from universities, companies and volunteers to train one huge transformer,  titled "Train Vast Neural Networks Together." Last but not least Lan brings us the paper this week! She discusses the paper "AutoML-Zero: Evolving Machine Learning Algorithms From Scratch."

DNA Storage, Assessing COVID-19 Risks, and NLP Beyond English

52m · Published 10 Sep 23:51

We are back with other guest this week! We have NLP/ML research scientist, Fredrik Olsson joining us. He discusses the work "Why You Should Do NLP Beyond English." Lan brings us a news item, "Research News: DNA Storage." George talks about the article "Discovering Symbolic Models from Deep Learning with Inductive Biases." Last but not least, Kyle brings us the paper this week. He brings the paper, "Machine Reasoning to Assess Pandemics Risks: Case of USS Theodore Roosevelt."

Sound Detection, Exam Algorithm, and Search Result Fairness

40m · Published 01 Sep 13:53

Rachel Bittner, a research scientist at Spotify, joins us in our discussion this week! She brings us the paper "Few-Shot Sound Event Detection." Lan discusses an article about fairness of search results. George talks about a blog post from England about an algorithm grading exams and the controversy around it. Last but not least, Kyle brings us an article titled "Eye-Catching Advances in Some AI Fields are not Real."

 

Stitch Fix, Carbon Footprints, and AI with Human Values

39m · Published 26 Aug 18:35

Back with our regular panelists! This week Lan brings us an article about the clothing subscription service Stitch Fix called "Multi-Armed Bandits and the Stitch Fix Experimentation Platform | Stitch Fix Technology – Multithreaded." Kyle discusses a news item titled "Shrinking Deep Learning's Carbon Footprint." Last but not least George brings the paper this week titled "Aligning AI With Shared Human Values."

Facial Recognition, Identifying Birds with AI, and Zebrafish Tail Buds

34m · Published 14 Aug 05:06

Back again with our regular panelists! This week George brings us an interesting article about how an AI developed to identify individual birds without tagging. Kyle discusses the news item "New York legislature votes to halt facial recognition tech in schools for two years." Last but not least, Lan brings the paper this week! She discusses the paper "A deep learning approach for staging embryonic tissue isolates with small data."

Gradio, Psychology in AI, and Automatic Test Scoring

33m · Published 09 Aug 16:20

Back again with our regular panelists! Today Lan brings us a article she found from Reddit about Gradio. George brings us a post about the psychology techniques used in AI. Last but not least, Kyle brings our paper this week about automatic essay test scoring!

Gradio, Psychology in AI, and Automatic Test Scoring

33m · Published 09 Aug 16:20

Back again with our regular panelists! Today Lan brings us a article she found from Reddit about Gradio. George brings us a post about the psychology techniques used in AI. Last but not least, Kyle brings our paper this week about automatic essay test scoring!

Robotic Skin, Social Isolation, and Reinforcement Learning

34m · Published 29 Jul 14:08

Back again with another episode with our regular panelists! This week Kyle discusses the article from The Scientist "How Social Isolation Affects the Brain." Lan brings us an article titled "National University of Singapore used Intel Neuromorphic chip to develop touch-sensing robotic 'skin.'" Last but not least, George brings us the paper this week! He talks about Reinforcement Learning, bringing the paper "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control."

All works are linked in the show notes. 

 

Lottery Tickets, Forecasting COVID-19, and NetHack

34m · Published 21 Jul 21:09

Back again with our regular panelists! George takes us on a discussion about the game NetHack from the blog post "The NetHack Learning Environment."  Kyle brings us an article titled "Where the Latest COVID-19 Models Think We're Headed - And Why They Disagree." Last but not least, Lan brings us the paper this week! She brings us the paper "Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask."

 

All works are linked in the show notes. 

200 Tools, Blurry to Photorealistic, and Logical Neural Networks

32m · Published 14 Jul 18:49

This week we have our regular panel of Lan, George and Kyle! George brings us a blog post "What I Learned From Looking at 200 Machine Learning Tools." Which, the author, talks about a list complied of all of the AI/ML tools he could find. Lan brings us a news article "Making Blurry Faces Photorealistic Only Goes So Far." This article discusses how AI researchers discover inherent resolution limit to "upsampling" of pixelated faces. Last but not least, Kyle brings us the paper for this week! He brings the paper, "Logical Neural Networks." This paper proposes a novel framework seamlessly providing key properties of both neural nets (learning) and symbolic logic (knowledge and reasoning).

All works are linked in the show notes. 

 

Journal Club has 31 episodes in total of non- explicit content. Total playtime is 18:53:21. The language of the podcast is English. This podcast has been added on November 25th 2022. It might contain more episodes than the ones shown here. It was last updated on March 31st, 2024 14:15.

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