Adnan Masood, a Machine Learning Phd's musings on Life, Technology, Research & Development
Bayesian Statistics and Regularization Watch it on Academic Earth Bayesian Statistics and Regularization, Online Learning, Advice for Applying Machine Learning Algorithms, Debugging/fixing Learning Algorithms, Diagnostics for Bias & Variance, Optimization Algorithm Diagnostics, Diagnostic Example - Autonomous Helicopter, Error Analysis, Getting Started on a Learning Problem Reasoning with Bayes Networks
Some of my "light" summer readings for dissertation work. Bayesian Artificial Intelligence, Second Edition by Kevin B. Korb , Ann E. Nicholson Causality: Models, Reasoning and Inference by Judea Pearl Probabilistic Graphical Models: Principles and Techniques by Daphne Koller , Nir Friedman Pattern Recognition and Machine Learning by Christopher M. Bishop Bayesian Networks:…
ASP.NET MVC is the Microsoft implementation of Model View Controller design pattern for their web platform. It provides a clean separation of concerns, promotes decoupling between code and UI and supports test driven development practices which are hard to follow in a UI driven environment such as web forms. Developers often find themselves in the…
I will be speaking at the next SoCal IASA chapter meeting on Thursday February 17, 2011 at Rancho Santiago Community College District, 2323 N. Broadway, Santa Ana. Meeting starts at 7:00 pm; RSVP by emailing to mike.vincent@mvasoftware.com if you plan to attend. Architectural Considerations for ASP.NET MVC Migration The Model View Controller (MVC) architectural pattern separates an application into…
Jeremy Clark of Jeremy Bytes will be speaking to our user group next Wednesday Feb 16th on Lambda Expressions. Abstract: Lambda expressions can be confusing the first time you walk up to them. But once you get to know them, you’ll see that they are a great addition to your toolbox. Used properly, they can…
MvcConf is a virtual conference focused on writing applications on top of the ASP.Net MVC framework. Tomorrow is the second event with sessions varying from introductory to advance ASP.NET MVC; including Going Postal - Generating email with View Engines, The NuGet-y Goodness of Delivering Packages MVC3 and View Engines and many more. Schedule and registration…
Infer.NET is a framework developed by Microsoft research for running Bayesian inference in graphical models and for probabilistic programming. Along with tutorials and examples, Infer.NET 2.4 beta 2 which was recently made avaialble (17th Dec 2010) can be downloaded from here. In this example we explore the similar concept as described in the infer.net bayes point machine tutorial…
Version 2.2 of Aspect.NET - aspect-oriented programming toolkit for the .NET platform, integrated to Visual Studio has been released. Aspect.NET is developed at St. Petersburg University under the supervision of Professor Vladimir O. Safonov. The new feature of Aspect.NET 2.2 is in support of the second language - Visual Basic (alongside with C#) as aspect…
Tonight I'll be speaking at LA .NET Users Group on Practical Web Application Security - A Primer with OWASP Top 10 and ASP.NET/MVC This session is a developer's introduction to the web application security threats using the OWASP top 10 list of potential security flaws. With examples in ASP.NET and ASP.NET MVC, we will go…
Rosalva Eulogia Gallardo is a PhD student in the Department of Informatics in the Donald Bren School of Information and Computer Science @ UCI. One of the areas of Rosalva's research interests is Code search and retrieval on the Web and how developers use it. "Developers are typically searching for code to reuse as-is on a…