ML and NLP in the real world
https://www.oreilly.com/ideas/lessons-learned-building-natural-language-processing-systems-in-health-care
https://www.oreilly.com/ideas/lessons-learned-building-natural-language-processing-systems-in-health-care
O’Reilly Media
Lessons learned building natural language processing systems in health care
NLP systems in health care are hard—they require broad general and medical knowledge, must handle a large variety of inputs, and need to understand context.
knowledge vs meta-knowledge
http://www.incompleteideas.net/IncIdeas/BitterLesson.html
via @olya_stopudiv
http://www.incompleteideas.net/IncIdeas/BitterLesson.html
via @olya_stopudiv
projects, habits, processes, and playflows
https://mailchi.mp/ribbonfarm/the-playflow-challenge?e=fdfc6f6cb0
https://mailchi.mp/ribbonfarm/the-playflow-challenge?e=fdfc6f6cb0
and a single-player playflow (Geohotz / Monocular SLAM in a day)
https://www.youtube.com/watch?v=7Hlb8YX2-W8
https://www.youtube.com/watch?v=7Hlb8YX2-W8
YouTube
George Hotz | Programming | Livecoding SLAM | twitchslam | Part1
Date of stream 27 May 2018 and 28 May 2018.
Instead of scopie Sunday, George is livestreaming programming a toy SLAM implementation.
Stream noscript: Livecoding SLAM twitchslam
Source files:
- https://github.com/geohot/twitchslam
Follow for notifications:
…
Instead of scopie Sunday, George is livestreaming programming a toy SLAM implementation.
Stream noscript: Livecoding SLAM twitchslam
Source files:
- https://github.com/geohot/twitchslam
Follow for notifications:
…
one more Intel debug interface
https://i.blackhat.com/asia-19/Thu-March-28/bh-asia-Goryachy-Ermolov-Intel-Visa-Through-the-Rabbit-Hole.pdf
https://i.blackhat.com/asia-19/Thu-March-28/bh-asia-Goryachy-Ermolov-Intel-Visa-Through-the-Rabbit-Hole.pdf
unsupervised clustering-by-cause, on networks. hmm.
https://arxiv.org/abs/1802.09904
https://arxiv.org/abs/1802.09904
arXiv.org
Algorithmic Causal Deconvolution of Intertwined Programs and...
Complex data usually results from the interaction of objects produced by different generating mechanisms. Here we introduce a universal, unsupervised and parameter-free model-oriented approach,...
There are 2 kinds of consulting clients:
1. Confident people who want to pay for systematic doubt
2. Doubtful people who want to pay for systematic confidence.
https://twitter.com/vgr/status/1118212501089316864?s=20
1. Confident people who want to pay for systematic doubt
2. Doubtful people who want to pay for systematic confidence.
https://twitter.com/vgr/status/1118212501089316864?s=20
Twitter
Venkatesh Rao
Putting it all together, here is a 2x2 of who you should hire in what situation (and/or type of books you should read if your budget is limited). My market is the smallest and therefore obviously the most interesting and elite one. So elite, some months I…
plain and simple statistics. applicable to estimating a lot of other uncertain things beyond software
https://erikbern.com/2019/04/15/why-software-projects-take-longer-than-you-think-a-statistical-model.html
https://erikbern.com/2019/04/15/why-software-projects-take-longer-than-you-think-a-statistical-model.html
Erik Bernhardsson
Why software projects take longer than you think: a statistical model
Anyone who built software for a while knows that estimating how long something is going to take is hard. It's hard to come up with an unbiased estimate of how long something will take, when fundamentally the work in itself is about solving something.
interesting one (via @atemerev)
https://www.ucsf.edu/news/2019/05/414326/alzheimers-disease-double-prion-disorder-study-shows
https://www.ucsf.edu/news/2019/05/414326/alzheimers-disease-double-prion-disorder-study-shows
UCSF
Alzheimer’s Disease is a ‘Double-Prion Disorder,’ Study Shows
Two proteins central to the pathology of Alzheimer’s disease act as prions – spreading through tissue like an infection by forcing normal proteins to adopt the same misfolded shape.
fancier tools are not always better tools (though you can get paid more for these!)
https://adamdrake.com/command-line-tools-can-be-235x-faster-than-your-hadoop-cluster.html
https://adamdrake.com/command-line-tools-can-be-235x-faster-than-your-hadoop-cluster.html
TLDR: if you use Win7/WinXP/Server 2008R2/2003 - turn RDP off and install updates. NOW.
___________
Windows Remote Desktop is surprisingly secure, given its complexity, up to the point that most "RDP vulnerabilities" were in alternative clients, not servers. For almost 20 years.
Until now.
Given that MS is backporting these patches even for Windows XP, which is unsupported for many years already, it's serious.
https://twitter.com/GossiTheDog/status/1128348383704485895
___________
Windows Remote Desktop is surprisingly secure, given its complexity, up to the point that most "RDP vulnerabilities" were in alternative clients, not servers. For almost 20 years.
Until now.
Given that MS is backporting these patches even for Windows XP, which is unsupported for many years already, it's serious.
https://twitter.com/GossiTheDog/status/1128348383704485895
Twitter
Kevin Beaumont
🚨 Very important security update for Windows 🚨 CVE-2018-0708 allows remote, unauthenticated code execution is RDP (Remote Desktop). A very bad thing you should patch against. Around 3 million RDP endpoints are directly exposed to internet. portal.msrc.microsoft.com/en…
Information Dropout: Learning Optimal
Representations Through Noisy Computation
> ... this establishes
a connection between information theoretic and Bayesian representations, where the former explains the use of a multiplier used in practice but unexplained by Bayesian theory
https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8253482
Representations Through Noisy Computation
> ... this establishes
a connection between information theoretic and Bayesian representations, where the former explains the use of a multiplier used in practice but unexplained by Bayesian theory
https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8253482