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Shakir Mohamed
201 - 2●●●●●●●in Mall
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Canada
View this contact
Shakir Mohamed
201 - 2●●●●●●●in Mall
Van●●●ver , British Columbia, V6T 1Z4
Canada
View this contact
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Shakir Mohamed | shakirm.com Reviews
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Shakir Mohamed
http://www.shakirm.com/publications.html
Research Scientist in Machine Learning and Artificial Intelligence. S Mohamed and D. J. Rezende, Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning. Neural Information Processing Systems (NIPS) 2015. D J Rezende and S. Mohamed, Variational Inference with Normalizing Flows. International Conference on Machine Learning (ICML), 2015. S Mohamed. A Statistical View of Deep Learning. Technical note, 2015. S Mohamed, A Tutorial on Variational Inference for Machine Learning.
Shakir Mohamed
http://www.shakirm.com/bio.html
Research Scientist in Machine Learning and Artificial Intelligence. Paper on Semi-supervised learning with Deep generative models accepted at NIPS. Paper available. Speaking at ICML in the session on Deep Learning on Deep Generative Models. Paper on Stochastic backpropagation and Variational learning accepted at ICML. Speaking at Statlearn 2014, Paris on sparse Bayesian learning. Attending CIFAR Global Academy meeting in Banff, Canada. Giving a talk in Cambridge on adaptive HMC. In at the University of C...
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DANIEL SLATER'S BLOG: Using Net2Net to speed up network training
http://www.danielslater.net/2016/05/using-net2net-to-speed-up-network.html
Thursday, May 26, 2016. Using Net2Net to speed up network training. When training neural networks there are 2 things that combine to make life frustrating:. Neural networks can take an insane amount of time of train. If a network could be trained quickly number 2 wouldn't really matter, we could just do a grid search(or even particle swarm optimization. Or maybe Bayesian optimization. The amount of time to train is counted in days so better hope your first guess was good. I have posted a numpy implementa...
DANIEL SLATER'S BLOG: June 2015
http://www.danielslater.net/2015_06_01_archive.html
Thursday, June 18, 2015. Why there is a big unsupervised learning shaped whole in the universe. Unfortunately so far we are a long way from that and the technique shown here seems trivial compared to that goal. But the goal is interesting enough that it is worth pursuing. The answer to the question "what am I asking an unsupervised network to do? An example competitive learning neural net. It is also available in C#. From random import uniform class UnsupervisedNN(object): def init (self, size of input a...
DANIEL SLATER'S BLOG: August 2015
http://www.danielslater.net/2015_08_01_archive.html
Saturday, August 29, 2015. Presenting WikiDataDotNet - Client API for WikiData. Is one of those things that sets the mind boggling at the possibilities of the internet. It's a project, started by the WikiMedia foundation, to collect structured data on everything. If you are doing anything related to machine learning, it is the best source of data I have so far found. Https:/ www.wikidata.org/w/api.php? This will return a JSON file with sections like:. Here we see the id of the item, in this case Q38.
DANIEL SLATER'S BLOG: October 2015
http://www.danielslater.net/2015_10_01_archive.html
Tuesday, October 27, 2015. Even more quick summaries of research papers. Following on from part 1. Here are even more quick summaries of research papers,. Generative NeuroEvolution for DeepLearning. Uses the MNIST hand-drawn digits dataset, trains both a normal deep network and a convolutional network. HyperNEAT on it's own performs very badly. Using HyperNEAT to generate a number of layers and then backprop on the final layer is achieves 58.4% for normal ANNs. ES-HyperNeat uses the connection weights va...
DANIEL SLATER'S BLOG: Deep-Q learning Pong with Tensorflow and PyGame
http://www.danielslater.net/2016/03/deep-q-learning-pong-with-tensorflow.html
Sunday, March 13, 2016. Deep-Q learning Pong with Tensorflow and PyGame. In a previous post. We went built a framework for running learning agents against PyGame. Now we'll try and build something in it that can learn to play Pong. We will be aided in this quest by two trusty friends Tensorflow. Google's recently released numerical computation library and this paper. On reinforcement learning for Atari games by Deepmind. Is a good starting point for learning. You will need Python 2 or 3 installed. In the...
DANIEL SLATER'S BLOG: May 2016
http://www.danielslater.net/2016_05_01_archive.html
Thursday, May 26, 2016. Using Net2Net to speed up network training. When training neural networks there are 2 things that combine to make life frustrating:. Neural networks can take an insane amount of time of train. If a network could be trained quickly number 2 wouldn't really matter, we could just do a grid search(or even particle swarm optimization. Or maybe Bayesian optimization. The amount of time to train is counted in days so better hope your first guess was good. I have posted a numpy implementa...
DANIEL SLATER'S BLOG: Mini-Pong and Half-Pong
http://www.danielslater.net/2016/05/mini-pong-and-half-pong.html
Monday, May 2, 2016. I'm going to be giving a talk/tutorial at PyDataLondon 2016. On Friday the 6th of may, if your in London that weekend I would recommend going, there are going to be lots of interesting talks, and if you do go please say hi. Possibly they are using other tricks not reported in the paper, or just lots of hyper parameter tuning, or there are still more bugs in my implementation(entirely possible, if anyone finds any please submit). Distance from building our future robot overlords, stil...
DANIEL SLATER'S BLOG: November 2015
http://www.danielslater.net/2015_11_01_archive.html
Sunday, November 8, 2015. Quick summaries of research papers around dynamically generating network structure. I've been reading a lot of research papers on how the structure of ANN can be generated/detected. Here are some quick summaries of interesting papers in that area. Dynamic Node creation in backpropagation networks. Looks at attempting to find a good number of hidden nodes for a network by starting small and growing the correct number of hidden nodes. After training a standard ANN we can potential...
DANIEL SLATER'S BLOG: PyDataLondon 2016
http://www.danielslater.net/2016/05/pydatalondon-2016.html
Sunday, May 15, 2016. Last week I gave a talk at PyDataLondon 2016. Hosted at the Bloomberg offices in central London. If you don't know anything about PyData. It is an community of Python data science enthusiasts that run various meetups and conferences across the world. If your interested in that sort of thing and they are running something near to you I would highly recommend checking it out. Below is the YouTube video for my talk and. Is the associated GitHub. Which includes all the example code.
DANIEL SLATER'S BLOG: Particle Swarm Optimization in Python
http://www.danielslater.net/2015/12/particle-swarm-optimization-in-python.html
Saturday, December 5, 2015. Particle Swarm Optimization in Python. Is a short and sweet particle swarm optimization implementation in Python. For more information on particle swarm optimization check out Particle swarm optimization in F#. Example usage is like so:. Def simple error function(args): return args[0] args[1] number of parameters = 2 max iterations = 100 best parameters, best error score = particle swarm optimize(simple error function, number of parameters, max iterations).
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SHAKIR KHAN
A competent professional with 15 yrs of exp.in the areas of Event Management, which include Production and Activation in Mumbai. Distinction of organising various events like Live Concerts, Award Ceremonies, Promotions, Corporate Events, Exhibitions, etc. during the career span. At present working as a free lancer for activation and handling production such as stage, ramp and exhibition stall for event, PR and Advertising companies. Links to this post. Glance At Working Profile and Professional Exposure:-.
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I Think, Therefore I blog. Imran Khan and sugar prices! Over the past year, sugar prices have declined by 39 percent internationally but we are paying 40 percent more for sugar than we did last year. The probable reason for this is that many of our politicians – both in the government and the opposition – are sugar mill owners. Printed in The News, August 7, 2015. Judicial Commission Report on rigging of 2013 elections. The best thing would be if elections are held over a period of four days and the resu...
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Shakir Mohamed
Research Scientist in Machine Learning and Artificial Intelligence. Research areas, code, data. Link to my blog. Paper on Semi-supervised learning with Deep generative models accepted at NIPS. Paper available. Speaking at ICML in the session on Deep Learning on Deep Generative Models. Paper on Stochastic backpropagation and Variational learning accepted at ICML. Paper available. I completed my PhD with Zoubin Ghahramani. At the University of Cambridge, where I was a Commonwealth Scholar to the United Kin...
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Web Design and Development. See how Shakir Multimedia can help you gain and keep more customers. From web design and development. And SEO, to photography, illustration and social media marketing, call us today for a full quotation. Social Media is everywhere. It cannot. Be ignored. And why should it? It's a fantastic way to get your message in. Front of thousands of potential. Customers on a regular basis and engage with them in real time. We offer Social Media services from. Work for your company? And Y...
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