Podcast Episodes
Back to SearchProtecting workers with artificial intelligence (with Sandeep Pandya CEO Everguard.ai)(Ep. 106)
Episode 103
In this episode I have a chat with Sandeep Pandya, CEO at Everguard.ai a company that uses sensor fusion, computer vision and more to provide safer w…
5 years, 10 months ago
Compressing deep learning models: rewinding (Ep.105)
Episode 102
As a continuation of the previous episode in this one I cover the topic about compressing deep learning models and explain another simple yet fantast…
5 years, 11 months ago
Compressing deep learning models: distillation (Ep.104)
Episode 101
Using large deep learning models on limited hardware or edge devices is definitely prohibitive. There are methods to compress large models by orders …
5 years, 11 months ago
Pandemics and the risks of collecting data (Ep. 103)
Episode 100
Codiv-19 is an emergency. True. Let's just not prepare for another emergency about privacy violation when this one is over.
Join our new Slack chan…
5 years, 11 months ago
Why average can get your predictions very wrong (ep. 102)
Episode 99
Whenever people reason about probability of events, they have the tendency to consider average values between two extremes.
In this episode I explai…
6 years ago
Activate deep learning neurons faster with Dynamic RELU (ep. 101)
Episode 98
In this episode I briefly explain the concept behind activation functions in deep learning. One of the most widely used activation function is the re…
6 years, 1 month ago
WARNING!! Neural networks can memorize secrets (ep. 100)
Episode 97
One of the best features of neural networks and machine learning models is to memorize patterns from training data and apply those to unseen observat…
6 years, 1 month ago
Attacks to machine learning model: inferring ownership of training data (Ep. 99)
Episode 96
In this episode I explain a very effective technique that allows one to infer the membership of any record at hand to the (private) training dataset …
6 years, 1 month ago
Don't be naive with data anonymization (Ep. 98)
Episode 95
Masking, obfuscating, stripping, shuffling.
All the above techniques try to do one simple thing: keeping the data private while sharing it with thir…
6 years, 1 month ago
Why sharing real data is dangerous (Ep. 97)
Episode 94
There are very good reasons why a financial institution should never share their data. Actually, they should never even move their data. Ever.
In thi…
6 years, 2 months ago