Machine Learning, etc

Sunday, November 19, 2017

Backprop and systolic arrays

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https://medium.com/@yaroslavvb/backprop-and-systolic-arrays-24e925d2050
264 comments:
Monday, October 30, 2017

TensorFlow meets PyTorch with new Eager mode

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medium post
189 comments:
Sunday, October 22, 2017

Optimizing deeper networks with KFAC in PyTorch.

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Medium post . (I'm getting too much comment spam on Blogger, so I'll probably use medium/something else from now on, and just link...
155 comments:
Wednesday, May 18, 2016

Queues in TensorFlow

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I did an introduction to Queues talk at TensorFlow meetup in SF yesterday. Here are the slides and the notebook:  https://github.com/yar...
292 comments:
Tuesday, May 12, 2015

ICLR 2015

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Some ICLR posters that caught my eye: [ larger image ] Very simple to implement idea that gives impressive results. They force two gro...
403 comments:
Wednesday, March 05, 2014

Stochastic Gradient Methods 2014

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Last week I attended Stochastic Gradient Methods workshop held at UCLA's  IPAM  .  Surprisingly, there's still quite a bit of activi...
151 comments:
Friday, December 06, 2013

Deep Learning Internship at Google, Summer 2014

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We have a couple of internship openings for someone to train deep neural nets find extract interesting things in StreetView imagery. The ide...
61 comments:
Tuesday, October 30, 2012

Summer Intern opening

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We are looking for a summer intern to apply Deep Learning techniques to the problem of reading text in the wild. More details here
37 comments:
Tuesday, May 01, 2012

The Average Font

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I came across this post post where the author created a font by averaging together all fonts on his machine. I thought it would be cool to ...
63 comments:
Monday, November 21, 2011

Interesting papers coming up at NIPS'11

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There's a number of accepted papers whose camera-ready versions have been posted already. Here are the ones I found interesting. I'l...
29 comments:
Sunday, November 13, 2011

Shapecatcher

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Here's a cool tool I stumbled across reading John Cook's blog -- Shape Catcher looks up Unicode value from a drawing of a char...
25 comments:
Wednesday, November 09, 2011

Google1000 dataset

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This is a dataset of scans of 1000 public domain books that was released to the public at ICDAR 2007. At the time there was no public ser...
21 comments:
Sunday, November 06, 2011

b-matching as improvement of kNN

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Below is an illustration of b-matching from ( Huang,Jebara AISTATS 2007 ) paper. You start with a weighted graph and the goal is to connec...
37 comments:
Tuesday, October 25, 2011

Google Internship in Vision/ML

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My group has intern openings for winter and summer. Winter may be too late (but if you really want winter, ping me and I'll find out fea...
284 comments:
Saturday, September 24, 2011

Don't test for exact equality of floating point numbers

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A discussion came up on Guido von Rossum's Google Plus post . It comes down to the fact that 2.1 is not exactly represented as a floati...
45 comments:
Thursday, September 08, 2011

notMNIST dataset

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I've taken some publicly available fonts and extracted glyphs from them to make a dataset similar to MNIST. There are 10 classes, with ...
573 comments:
Tuesday, August 16, 2011

Making self-contained Unix programs with CDE

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In the old days you could statically link your program and run it on another Unix station without worrying about dependencies. Unfortuna...
20 comments:
Wednesday, July 13, 2011

Google+ ML people

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Google+ seems to have a fair number of Machine Learning people, I was able to track down 50 people I've met at conferences by starting a...
25 comments:
Saturday, June 25, 2011

Embracing non-determinism

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Computers are supposed to be deterministic. This is often the case for single processor machines. However, as you scale up, guaranteeing det...
25 comments:
Wednesday, June 22, 2011

Machine Learning opportunities at Google

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Google is hiring and there are lots of opportunities to do Machine Learning-related work here. Kevin Murphy is applying Bayesian methods to ...
49 comments:
Saturday, April 30, 2011

Neural Networks making a come-back?

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Five years ago I ran some queries on Google Scholar to see trends on the number of papers that mention particular phrase. The number of hit...
155 comments:
Friday, April 29, 2011

Another ML blog

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I just noticed that Justin Domke has a blog -- He's one of the strongest researchers in the field of graphical models. I first came acr...
43 comments:
Sunday, March 13, 2011

Going to Google

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I've accepted an offer from Google and will be joining their Tesseract team next week. I first got interested in OCR when I faced a pr...
35 comments:
Saturday, March 05, 2011

Linear Programming for Maximum Independent Set

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Maximum independent set, or "maximum stable" set is one of classical NP-complete problems described in Richard Karp's 1972 pap...
160 comments:
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Yaroslav Bulatov
Google (Books/OCR)
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