Community Profile

Vadim Smolyakov


MIT, University of Toronto

14 total contributions since 2012

Professional Interests: statistical inference, machine learning, inverse problems, optimization, information theory

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Contributions in
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Submitted


NMF topic model
non-negative matrix factorization

8 months ago | 5 downloads |

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Dirichlet-Process K-Means
Dirichlet-Process K-Means

9 months ago | 6 downloads |

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Sum-Product Algorithm
Sum-Product Algorithm Applied to HMM

1 year ago | 10 downloads |

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Missing Data Imputation
Missing Data Imputation Using Properties of Dirichlet Distribution

1 year ago | 10 downloads |

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Random Walk Using Monte-Carlo Randomized Algorithm
Self-Avoiding Random Walk Using Monte-Carlo Randomized Algorithm

1 year ago | 5 downloads |

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Importance Sampling
Importance Sampling Example for Estimating Expected Value of a Function

1 year ago | 33 downloads |

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Gibbs Sampler for Ising Model
Gibbs Sampler for Ising Model

1 year ago | 14 downloads |

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Iterative Reweighted Least Squares
Iterative Reweighted Least Squares for Logistic Regression

1 year ago | 48 downloads |

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latent dirichlet allocation
latent dirichlet allocation

2 years ago | 38 downloads |

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gram schmidt
modified gram schmidt decomposition

2 years ago | 4 downloads |

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max cut sdp
max cut sdp

2 years ago | 2 downloads |

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box muller
box muller transform

2 years ago | 10 downloads |

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density estimator
gaussian density estimator

2 years ago | 3 downloads |

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sierpinski
generates the sierpinski triangle using a markov chain

4 years ago | 2 downloads |

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