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We first used the awesome #MOFA method (biofam.github.io/MOFA2/) to jointly #factorize 7 matrices containing somatic alterations of 120 generous patients, using 3 sequencing techniques--including the largest set of whole-genome sequencing of #mesothelioma to date

nl_alcala's tweet image. We first used the awesome #MOFA method (biofam.github.io/MOFA2/) to jointly #factorize 7 matrices containing somatic alterations of 120 generous patients, using 3 sequencing techniques--including the largest set of whole-genome sequencing of #mesothelioma to date

1/2 To compute the P(y) from a joint distr P(y, z1, z2, z3), we first #factorize the joint distr to a product of CPD based on the #BN graph, then #marginalize (sum) out z1, z2 & z3. #sumProductVariableEliminationAlgorithm #exactInference people.csail.mit.edu/dsontag/course… #readingOfTheDay

dengyazhuo's tweet image. 1/2 To compute the P(y) from a joint distr P(y, z1, z2, z3), we first #factorize the joint distr to a product of CPD based on the #BN graph, then #marginalize (sum) out z1, z2 & z3. #sumProductVariableEliminationAlgorithm #exactInference
people.csail.mit.edu/dsontag/course…
#readingOfTheDay

From probabilistic POV, the #DAG, named as #bayesianNetwork, can be expressed as a joint probability of the variables in the graph or a product of the set of conditional probability distribution (CPD) based on the chain rule of probability.ai.stanford.edu/~koller/Papers… #readingOfTheDay

dengyazhuo's tweet image. From probabilistic POV, the #DAG, named as #bayesianNetwork, can be expressed as a joint probability of the variables in the graph or a product of the set of conditional probability distribution (CPD) based on the chain rule of probability.ai.stanford.edu/~koller/Papers…
#readingOfTheDay
dengyazhuo's tweet image. From probabilistic POV, the #DAG, named as #bayesianNetwork, can be expressed as a joint probability of the variables in the graph or a product of the set of conditional probability distribution (CPD) based on the chain rule of probability.ai.stanford.edu/~koller/Papers…
#readingOfTheDay


We first used the awesome #MOFA method (biofam.github.io/MOFA2/) to jointly #factorize 7 matrices containing somatic alterations of 120 generous patients, using 3 sequencing techniques--including the largest set of whole-genome sequencing of #mesothelioma to date

nl_alcala's tweet image. We first used the awesome #MOFA method (biofam.github.io/MOFA2/) to jointly #factorize 7 matrices containing somatic alterations of 120 generous patients, using 3 sequencing techniques--including the largest set of whole-genome sequencing of #mesothelioma to date

Well he was in his prime* then. Now not so much, less of a sacrifice & more of a cry for help. Prime is relative #factorize


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