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Calculation Consulting

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Calculation Consulting | calculationconsulting.com Reviews

https://calculationconsulting.com

We help leading companies get ROI from Data

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Calculation Consulting · GitHub

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Big Data and Machine Learning Experts: We help leading companies get ROI from Data. San Francisco, CA. Http:/ www.calculationconsulting.com. X63;harles@calculationconsulting.com. Character-level RBMs for short text. Aug 17, 2016. A repo for collaborating on research into why deep learning works. Aug 2, 2016. Big deep simple mlp. Jul 15, 2016. Calculation Consulting Website Using Bootstrap Agency theme. May 29, 2016. Experiments testing transductive svm for my blog posts. Feb 5, 2015. Jan 9, 2015. To refr...

charlesmartin14.wordpress.com charlesmartin14.wordpress.com

Machine Learning with Missing Labels Part 3: Experiments | Machine Learning

https://charlesmartin14.wordpress.com/2014/11/01/machine-learning-with-missing-labels-part-3-experiments

Notes, thoughts, and practice of applied machine learning. Machine Learning with Missing Labels Part 3: Experiments. Machine Learning with Missing Labels Part 3: Experiments. November 1, 2014. January 4, 2016. Charles H Martin, PhD. In this series of posts we look at Transductive and SemiSupervised Learning–an old problem, a hard problem, and a fundamental problem Machine Learning. Unlike Deep Learning or large scale ML,. We want to learn as much as we can from as labeled little data as possible. Have re...

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Machine Learning with Missing Labels Part 2: The UniverSVM | Machine Learning

https://charlesmartin14.wordpress.com/2014/09/30/machine-learning-with-missing-labels-part-2-advanced-svms

Notes, thoughts, and practice of applied machine learning. Machine Learning with Missing Labels Part 2: The UniverSVM. Machine Learning with Missing Labels Part 2: The UniverSVM. September 30, 2014. December 1, 2014. Charles H Martin, PhD. Ever wonder what Google DeepMind. They just released a paper on Semi-Supervised learning with Deep Generative Models. What is Semi Supervised Learning (SSL)? In this series of posts, we go back to basics and take a look. 8211;ala Vapnik 2006. Plus, there is code! In th...

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Machine Learning with Missing Labels: Transductive SVMs | Machine Learning

https://charlesmartin14.wordpress.com/2014/09/23/machine-learning-with-missing-labels-transductive-svms

Notes, thoughts, and practice of applied machine learning. Machine Learning with Missing Labels: Transductive SVMs. Machine Learning with Missing Labels: Transductive SVMs. September 23, 2014. February 20, 2015. Charles H Martin, PhD. SVMs are great for building text classifiers–if you have a set of very high quality, labeled documents. Frequently, we just don’t have enough labelled data! What can we do? Pay mechanical Turks to label the documents. This is actually harder than it sounds. Since the initia...

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Kernels Part 1: What is an RBF Kernel? Really? | Machine Learning

https://charlesmartin14.wordpress.com/2012/02/06/kernels_part_1

Notes, thoughts, and practice of applied machine learning. Kernels Part 1: What is an RBF Kernel? Kernels Part 1: What is an RBF Kernel? February 6, 2012. April 12, 2015. Charles H Martin, PhD. My first blog on machine learning is to discuss a pet peeve I have about working in the industry, namely why not to apply an RBF kernel to text classification tasks. I wrote this as a follow up to a Quora Answer on the subject:. Smola, Scholkopf, and Muller. I expand on one point–. Documents / training instances (.

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Noisy Time Series II: Earth Quakes, Black Holes, and Machine Learning | Machine Learning

https://charlesmartin14.wordpress.com/2012/11/07/noisy-time-series-ii

Notes, thoughts, and practice of applied machine learning. Noisy Time Series II: Earth Quakes, Black Holes, and Machine Learning. Noisy Time Series II: Earth Quakes, Black Holes, and Machine Learning. November 7, 2012. October 3, 2013. Charles H Martin, PhD. Recently , 7 Italian Scientists have been sentenced in prison for manslaughter for failing to predict an Earthquake in 2009. So how in the world would a Machine Learning Scientist predict an Earthquake? Eh…not so much! Scale Invariance in Nature:.

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Advances in Convex NMF: Linear Programming | Machine Learning

https://charlesmartin14.wordpress.com/2013/05/06/advances-in-convex-nmf-part-1-linear-programming

Notes, thoughts, and practice of applied machine learning. Advances in Convex NMF: Linear Programming. Advances in Convex NMF: Linear Programming. May 6, 2013. March 24, 2014. Charles H Martin, PhD. Today I am going to look at a very important advance in one of my favorite Machine Learning algorithms, NMF (Non-Negative Matrix Factorization). Several approaches exist to improve traditional NMF [1], such as sparse NMF. Jordan et. al. [5]. In fact, it has been known for some time that CNMF could be re-formu...

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Spectral Clustering: A quick overview | Machine Learning

https://charlesmartin14.wordpress.com/2012/10/09/spectral-clustering

Notes, thoughts, and practice of applied machine learning. Spectral Clustering: A quick overview. Spectral Clustering: A quick overview. October 9, 2012. March 10, 2015. Charles H Martin, PhD. Here, I give a brief tutorial on the theory of Spectral Clustering and how it is implemented in open source packaages. At some point I will rewrite some of this and add a review of this recent paper Robust and Scalable Graph-Based Semisupervised Learning. Spectral (or Subspace) Clustering. Project your data into.

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Metric Learning: Some Quantum Statistical Mechanics | Machine Learning

https://charlesmartin14.wordpress.com/2013/11/14/metric-learning-some-quantum-statistical-mechanics

Notes, thoughts, and practice of applied machine learning. Metric Learning: Some Quantum Statistical Mechanics. Metric Learning: Some Quantum Statistical Mechanics. November 14, 2013. July 7, 2014. Charles H Martin, PhD. I wrote this for my buddy Sebass; just a quick review of quantum stat mech:. In our last post, we presented a formalism for music recommendations called Logistic Markov Embedding (LME). We will follow the classic text by T. Hill. Probabilities and the Partition Functions. Frequently we s...

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Convex Relaxations of Transductive Learning | Machine Learning

https://charlesmartin14.wordpress.com/2015/03/14/convex-relaxations-of-transductive-learning

Notes, thoughts, and practice of applied machine learning. Convex Relaxations of Transductive Learning. Convex Relaxations of Transductive Learning. March 14, 2015. July 31, 2016. Charles H Martin, PhD. Why are SVMs interesting? It is just a better way to do Logistic Regression? Is it the Kernel Trick? And does this even matter now that Deep Learning is everywhere? Historically, convex optimization was seen as the path to central planing an entire economy. A great new book, Red Plenty. Today there are Tr...

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Calculation Consulting

Machine Learning and AI Experts. We help leading companies get ROI from Data. Most recently, I helped GoDaddy develop, implement, and deploy machine learning algorithms to help predict the price of domains in the aftermarket. We love working with innovative, forward thinking companies like GoDadady. Our Chief Scientist brings over 15 years experiences helping leading companies, including:. Aardvark ( acquired by Google. Roche, France Telecom, . Haas lecture: UC Berkeley, 2014. Our process and approach.

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