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Vadim Smolyakov


MIT, University of Toronto

Last seen: 5 years ago Active since 2012

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

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  • Personal Best Downloads Level 3
  • First Review
  • 5-Star Galaxy Level 4
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Submitted


Simulated Annealing
Simulated Annealing

9 years ago | 506 downloads |

0.0 / 5
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Particle Filter
Sequential Monte Carlo

9 years ago | 630 downloads |

0.0 / 5
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Submitted


GP regression
Gaussian Process regression

9 years ago | 809 downloads |

5.0 / 5
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Submitted


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

9 years ago | 639 downloads |

5.0 / 5
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Submitted


Deep Neural Network
Multi Layer Perceptron (MLP)

9 years ago | 1517 downloads |

4.8 / 5
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Markowitz Portfolio
Markowitz Portfolio Optimization

9 years ago | 686 downloads |

5.0 / 5
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Page Rank
Page Rank Algorithm

9 years ago | 79 downloads |

0.0 / 5
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NMF topic model
non-negative matrix factorization

10 years ago | 581 downloads |

5.0 / 5
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Dirichlet-Process K-Means
Dirichlet-Process K-Means

10 years ago | 357 downloads |

5.0 / 5
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Sum-Product Algorithm
Sum-Product Algorithm Applied to HMM

11 years ago | 572 downloads |

5.0 / 5
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Submitted


Missing Data Imputation
Missing Data Imputation Using Properties of Dirichlet Distribution

11 years ago | 399 downloads |

1.0 / 5
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Random Walk Using Monte-Carlo Randomized Algorithm
Self-Avoiding Random Walk Using Monte-Carlo Randomized Algorithm

11 years ago | 589 downloads |

4.0 / 5
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Importance Sampling
Importance Sampling Example for Estimating Expected Value of a Function

11 years ago | 1417 downloads |

0.0 / 5
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Gibbs Sampler for Ising Model
Gibbs Sampler for Ising Model

11 years ago | 610 downloads |

0.0 / 5
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Submitted


Iterative Reweighted Least Squares
Iterative Reweighted Least Squares for Logistic Regression

11 years ago | 1625 downloads |

1.0 / 5
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latent dirichlet allocation
latent dirichlet allocation

11 years ago | 1150 downloads |

2.0 / 5
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gram schmidt
modified gram schmidt decomposition

11 years ago | 290 downloads |

0.0 / 5
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max cut sdp
max cut sdp

11 years ago | 530 downloads |

2.5 / 5
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box muller
box muller transform

11 years ago | 812 downloads |

0.0 / 5
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density estimator
gaussian density estimator

11 years ago | 227 downloads |

0.0 / 5
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sierpinski
generates the sierpinski triangle using a markov chain

13 years ago | 318 downloads |

0.0 / 5
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