Staying on top of recent work is an important part of being a good researcher, but this can be quite difficult. Thousands of new papers are published every year at the main ML and NLP conferences, not to mention all the specialised workshops and everything that shows up on ArXiv. Going through all of them, even just to find the papers that you want to read in more depth, can be very time-consuming.
Machine Learning Trick of the Day (7): Density Ratio Trick
· Read in 8 minutes · 1481 words · All posts in series ·
Shortest Crease Problem
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||When I was growing up, I loved puzzle books. The first puzzle book I picked up was Henry Ernest Dudeney’s 536 puzzles and curious problems. I still have my original copy of this book.In the words of Martin Gardner (another of my heroes), Henry was “England’s greatest maker of puzzles”. Praise indeed.The following puzzle has been attributed to Henry Ernest Dudeney. Along with optimal can dimensions it’s a very popular intro into calculus question taught in schools.|
CES 2018
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Another year, and another CES in the bag. As in previous years, here are notes from my visit.The usual caveats apply: This is simply a collection of random things I encountered from my visit. I don’t claim this to be comprehensive review, nor an un-biased one. This year I spent about a day and a half at show split between the main convention center and the Sands Expo center. |
New Year's Resolutions 2018
Hold me accountable
Interactive Broker’s SNAP Orders for Delayed Trading
For a person who doesn’t work in the financial industry, I write a lot of trading-related code. I also like automation. Despite all that, I still don’t automate my trading 100%. My trades are manual, but I do use a few fancy tricks possible on Interactive Brokers.
Should I do a Data Science bootcamp?
Since I wrote a review of my experience with The Data Incubator bootcamp, a lot of people have reached out in one way or another wondering if they should bother with a data science bootcamp. Many people interpreted my review as very negative. To be clear, I do think there is value in the program, but also some pretty serious problems. Despite my ambivalence about the program itself, I have to say it was worth it for me and is probably worth it for many others.
Java Image Cat&Dog Recognition with Deep Neural Networks
Are youJava Developer and eager to learn more about Deep Learning and his applications, but you are not feeling like learning another language at the moment ? Are you facing lack of the support or confusion with Machine Learning and Java?
ML/NLP Publications in 2017
It has been a very productive year for NLP and ML research. Both areas continued to grow, with conferences reaching record numbers of publications. In this post I will break these numbers down a bit more, by individual authors and organisations. The statistics cover the following venues: ACL, EMNLP, NAACL, EACL, COLING, TACL, CL, CoNLL, *Sem+SemEval, NIPS, ICML, ICLR. Compared to last year, I’ve now included ICLR which has grown very rapidly in the last two years and become a highly competitive conference.
Top gsutil command lines to get started on Google Cloud Storage
Google storage is a file storage service available from Google Cloud. Quite similar to Amazon S3 it offers interesting functionalities such as signed-urls, bucket synchronization, collaboration bucket settings, parallel uploads and is S3 compatible. Gsutil
, the associated command line tool is part of the gcloud
command line interface.