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2.[PDF] Gradient Descent Learns Linear Dynamical Systems

  • Author: [PDF]
  • Publish: 26 days ago
  • Rating: 3star(955 Rating)
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  • Descriptions: Maximum likelihood estimation with gradient descent is a popular heuristic for dynamical system identification Ljung (1998). In the context of machine learn-.
  • More : Maximum likelihood estimation with gradient descent is a popular heuristic for dynamical system identification Ljung (1998). In the context of machine learn-.
  • Source : https://jmlr.org/papers/volume19/16-465/16-465.pdf

3.Gradient Descent Learns Linear Dynamical Systems

  • Author: Gradient
  • Publish: 28 days ago
  • Rating: 2star(1506 Rating)
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  • Descriptions: We prove that stochastic gradient descent efficiently converges to the global optimizer of the maximum likelihood objective of an unknown linear time-invariant …
  • More : We prove that stochastic gradient descent efficiently converges to the global optimizer of the maximum likelihood objective of an unknown linear time-invariant …
  • Source : https://jmlr.org/papers/v19/16-465.html

4.[PDF] Gradient Descent Learns Linear Dynamical Systems

  • Author: [PDF]
  • Publish: 19 days ago
  • Rating: 4star(202 Rating)
  • Highest rating: 4star
  • Lowest rating: 1star
  • Descriptions: Maximum likelihood estimation with gradient descent is a popular heuristic for dynamical system identification Ljung (1998). In the context of machine learn-.
  • More : Maximum likelihood estimation with gradient descent is a popular heuristic for dynamical system identification Ljung (1998). In the context of machine learn-.
  • Source : https://jmlr.csail.mit.edu/papers/volume19/16-465/16-465.pdf

5.Gradient Descent Learns Linear Dynamical Systems

  • Author: Gradient
  • Publish: 20 days ago
  • Rating: 2star(1746 Rating)
  • Highest rating: 4star
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  • Source : http://www.offconvex.org/2016/10/13/gradient-descent-learns-dynamical-systems/

6.Gradient Descent Learns Linear Dynamical Systems – NASA/ADS

  • Author: Gradient
  • Publish: 14 days ago
  • Rating: 4star(511 Rating)
  • Highest rating: 4star
  • Lowest rating: 1star
  • Descriptions: … gradient descent efficiently converges to the global optimizer of the maximum likelihood objective of an unknown linear time-invariant dynamical system …
  • More : … gradient descent efficiently converges to the global optimizer of the maximum likelihood objective of an unknown linear time-invariant dynamical system …
  • Source : https://ui.adsabs.harvard.edu/abs/2016arXiv160905191H/abstract

7.Gradient Descent Learns Linear Dynamical Systems – ResearchGate

  • Author: Gradient
  • Publish: 21 days ago
  • Rating: 3star(1009 Rating)
  • Highest rating: 3star
  • Lowest rating: 3star
  • Descriptions: We prove that gradient descent efficiently converges to the global optimizer of the maximum likelihood objective of an unknown linear time-invariant …
  • More : We prove that gradient descent efficiently converges to the global optimizer of the maximum likelihood objective of an unknown linear time-invariant …
  • Source : https://www.researchgate.net/publication/308262770_Gradient_Descent_Learns_Linear_Dynamical_Systems

8.Gradient descent learns linear dynamical systems

  • Author: Gradient
  • Publish: 28 days ago
  • Rating: 3star(552 Rating)
  • Highest rating: 4star
  • Lowest rating: 3star
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  • Source : https://dl.acm.org/doi/10.5555/3291125.3291154

9.[PDF] Gradient Descent Learns Linear Dynamical Systems

  • Author: [PDF]
  • Publish: 7 days ago
  • Rating: 1star(1496 Rating)
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  • Source : https://www.semanticscholar.org/paper/Gradient-Descent-Learns-Linear-Dynamical-Systems-Hardt-Ma/8a765725a44b91b60d414551dc555175cfff3cd9

10.Online Gradient Descent for Linear Dynamical Systems

  • Author: Online
  • Publish: 19 days ago
  • Rating: 1star(856 Rating)
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  • Descriptions: Abbasi-Yadkori, Y., Bartlett, P., and Kanade, V. (2014). Tracking adversarial targets. In Proceedings of the 31st International Conference on Machine Learning, …
  • More : Abbasi-Yadkori, Y., Bartlett, P., and Kanade, V. (2014). Tracking adversarial targets. In Proceedings of the 31st International Conference on Machine Learning, …
  • Source : https://www.sciencedirect.com/science/article/pii/S2405896320316608

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