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### XOR inference (Migrated from community.research.microsoft.com)

minka replied on 12-07-2009 3:31 PM Yes, the behavior of approximate inference can often be non-obvious!  In this case, the Bernoulli(0) comes from the way ...
| 2 الردود | 2906 طرق العرض | Created by Microsoft Research - 01/رجب/1432 05:27 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 05:27 م
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### Logical XOR (Migrated from community.research.microsoft.com)

://community.research.microsoft.com/forums/t/4202.aspx? This discusses how to do XOR for single variables - i.e. your gf2sum method. Try that, and if there are still problems, ...
| 2 الردود | 2014 طرق العرض | Created by Microsoft Research - 01/رجب/1432 06:43 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 06:43 م
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### Running inference (Migrated from community.research.microsoft.com)

individual Gaussian based random variables in the code after. So, will the primary observed value be deleted while running the inference? And what the ...
| 1 الردود | 1764 طرق العرض | Created by Microsoft Research - 01/رجب/1432 06:30 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 06:30 م
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### multiple Infer calls (Migrated from community.research.microsoft.com)

.  So when you infer ePost and epsilonPost inference will run for just one iteration from initial values, which is unlikely to lead to convergence.  This ...
| 1 الردود | 1767 طرق العرض | Created by Microsoft Research - 01/رجب/1432 04:44 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 04:44 م
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### inferring Beta (Migrated from community.research.microsoft.com)

running into a problem trying to run a simple inference -- say I am trying to infer whether the coin is fair. I have somewhat of informative prior from Beta(10,10). My data ...
| 4 الردود | 1707 طرق العرض | Created by Microsoft Research - 01/رجب/1432 06:30 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 06:31 م
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### Bayesian Inference of Phylogenies and Structure (Migrated from community.research.microsoft.com)

Vincent Tan posted on 07-30-2009 4:07 PM Can Infer.NET be used for Bayesian Inference of Phylogenies? In particular can the rate matrices of continuous time Markov ...
| 0 الردود | 1674 طرق العرض | Created by Microsoft Research - 01/رجب/1432 05:10 م
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### Inferring Joint distributions (Migrated from community.research.microsoft.com)

minka replied on 03-06-2011 7:17 AM You first need to fit a model to the data, then you ask P(CarMake, CarModel | CarBody = Sedan) from the model (not the data).  ...
| 3 الردود | 1897 طرق العرض | Created by Microsoft Research - 01/رجب/1432 06:29 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 06:29 م
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### Classifying strings with Infer .Net (Migrated from community.research.microsoft.com)

wiseguyeh posted on 08-02-2010 9:38 AM Hi, Im looking to use Infer .Net to classify strings, specifically SMTP error messages returned from SMTP ...
| 4 الردود | 2505 طرق العرض | Created by Microsoft Research - 01/رجب/1432 05:58 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 05:58 م
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### the integration about inference and estimation (Migrated from community.research.microsoft.com)

ling yin posted on 01-14-2009 5:54 AM
| 2 الردود | 1690 طرق العرض | Created by Microsoft Research - 01/رجب/1432 04:42 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 04:42 م
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### calculation precision (Migrated from community.research.microsoft.com)

minka replied on 03-05-2010 4:04 AM Welcome to approximate inference!  The second example gives a different result because the graphical model has a loop.  See ...
| 2 الردود | 2169 طرق العرض | Created by Microsoft Research - 01/رجب/1432 05:36 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 05:36 م
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### Infer.NET: improper distribution exceptions during EP inference (Migrated from community.research.microsoft.com)

Ferrum replied on 05-23-2009 9:18 PM Nice presentation, thanks John! Do you think it could potentially be helpful to use VMP to initialize EP inference ...
| 4 الردود | 2531 طرق العرض | Created by Microsoft Research - 01/رجب/1432 04:54 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 04:55 م
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### Running inference over multiple datasets (Migrated from community.research.microsoft.com)

; at MicrosoftResearch.Infer.CompiledAlgorithm.Execute(Int32 numberOfIterations) in C:\Users\minka\Depots\dev\groups\ml\infernet\Infer2\Compiler\Infer\Algorithms\CompiledAlgorithm.cs:line ...
| 2 الردود | 1637 طرق العرض | Created by Microsoft Research - 01/رجب/1432 05:59 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 06:00 م
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### VIBES or infer.NET for inferring genotype probabilities over the pedigree (Migrated from community.research.microsoft.com)

),  and a son (code 3). Father has a genotype 1/1, while mother has 1/2. We would like to infer the genotype probabilities of a son. He will always receive allele 1 from a ...
| 6 الردود | 1831 طرق العرض | Created by Microsoft Research - 01/رجب/1432 04:55 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 04:56 م
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### MRF and Infer.NET (Migrated from community.research.microsoft.com)

http://community.research.microsoft.com/forums/t/4542.aspx http://community.research.microsoft.com/forums/t/4448.aspx
| 4 الردود | 2369 طرق العرض | Created by Microsoft Research - 01/رجب/1432 06:03 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 06:04 م
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### Inference on a game graph : how to visualise? (Migrated from community.research.microsoft.com)

alexjames replied on 06-15-2010 5:13 AM Hello John I have found the below as a starting point for experimentation with inferring beta ranks ...
| 7 الردود | 1690 طرق العرض | Created by Microsoft Research - 01/رجب/1432 05:46 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 05:47 م
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### Updating the Factor Graph across Inferences (Migrated from community.research.microsoft.com)

I have finally found the solution to my problem(s) - using Subarrays (Variable.Subarray), I have been able to observe parts of the array, and proceed with the ...
| 11 الردود | 1926 طرق العرض | Created by Microsoft Research - 01/رجب/1432 06:14 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 06:15 م
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### Ask for help with a toy inference problem (Migrated from community.research.microsoft.com)

= Variable.Poisson(x).Named("r");          // The inference InferenceEngine engine = new ...
| 1 الردود | 1691 طرق العرض | Created by Microsoft Research - 01/رجب/1432 05:34 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 05:34 م
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### multivariate gaussian approximation (Migrated from community.research.microsoft.com)

, and the other class ('false') if it is less than zero. If we are in training mode, we observe the 'willBuy' value for each datum, and the inference then calculates a posterior
| 1 الردود | 1799 طرق العرض | Created by Microsoft Research - 01/رجب/1432 05:41 م | آخر رد بواسطة Microsoft Research - 01/رجب/1432 05:41 م
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