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Vadim Smolyakov


MIT, University of Toronto

21 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


Simulated Annealing
Simulated Annealing

2 years ago | 6 downloads |

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Particle Filter
Sequential Monte Carlo

2 years ago | 16 downloads |

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GP regression
Gaussian Process regression

2 years ago | 15 downloads |

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

2 years ago | 6 downloads |

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Deep Neural Network
Multi Layer Perceptron (MLP)

2 years ago | 18 downloads |

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Markowitz Portfolio
Markowitz Portfolio Optimization

2 years ago | 8 downloads |

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Page Rank
Page Rank Algorithm

2 years ago | 1 download |

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NMF topic model
non-negative matrix factorization

3 years ago | 1 download |

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

3 years ago | 2 downloads |

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Sum-Product Algorithm
Sum-Product Algorithm Applied to HMM

3 years ago | 4 downloads |

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Missing Data Imputation
Missing Data Imputation Using Properties of Dirichlet Distribution

3 years ago | 3 downloads |

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

4 years ago | 3 downloads |

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

4 years ago | 12 downloads |

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Gibbs Sampler for Ising Model
Gibbs Sampler for Ising Model

4 years ago | 2 downloads |

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Iterative Reweighted Least Squares
Iterative Reweighted Least Squares for Logistic Regression

4 years ago | 3 downloads |

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latent dirichlet allocation
latent dirichlet allocation

4 years ago | 2 downloads |

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gram schmidt
modified gram schmidt decomposition

4 years ago | 0 downloads |

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max cut sdp
max cut sdp

4 years ago | 2 downloads |

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box muller
box muller transform

4 years ago | 1 download |

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density estimator
gaussian density estimator

4 years ago | 0 downloads |

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sierpinski
generates the sierpinski triangle using a markov chain

6 years ago | 0 downloads |

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