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Vadim Smolyakov


MIT, University of Toronto

Last seen: 2 years ago Active since 2012

Followers: 0   Following: 0

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

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  • Personal Best Downloads Level 3
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Simulated Annealing
Simulated Annealing

7 years ago | 3 downloads |

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Particle Filter
Sequential Monte Carlo

7 years ago | 4 downloads |

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GP regression
Gaussian Process regression

7 years ago | 4 downloads |

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Dirichlet Process Mixture Model (DPMM)
Dirichlet Process Mixture Model (DPMM)

7 years ago | 5 downloads |

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Deep Neural Network
Multi Layer Perceptron (MLP)

7 years ago | 8 downloads |

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Markowitz Portfolio
Markowitz Portfolio Optimization

7 years ago | 3 downloads |

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Page Rank
Page Rank Algorithm

7 years ago | 1 download |

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NMF topic model
non-negative matrix factorization

8 years ago | 3 downloads |

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

8 years ago | 3 downloads |

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Sum-Product Algorithm
Sum-Product Algorithm Applied to HMM

8 years ago | 5 downloads |

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Missing Data Imputation
Missing Data Imputation Using Properties of Dirichlet Distribution

8 years ago | 8 downloads |

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

9 years ago | 3 downloads |

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

9 years ago | 9 downloads |

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Gibbs Sampler for Ising Model
Gibbs Sampler for Ising Model

9 years ago | 1 download |

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Iterative Reweighted Least Squares
Iterative Reweighted Least Squares for Logistic Regression

9 years ago | 11 downloads |

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latent dirichlet allocation
latent dirichlet allocation

9 years ago | 1 download |

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gram schmidt
modified gram schmidt decomposition

9 years ago | 1 download |

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max cut sdp
max cut sdp

9 years ago | 8 downloads |

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box muller
box muller transform

9 years ago | 2 downloads |

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density estimator
gaussian density estimator

9 years ago | 1 download |

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sierpinski
generates the sierpinski triangle using a markov chain

11 years ago | 1 download |

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