Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Multivariate Probabilistic Regression with Natural Gradient Boosting


Jun 07, 2021
Michael O'Malley, Adam M. Sykulski, Rick Lumpkin, Alejandro Schuler


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Efficient Parameter Estimation of Sampled Random Fields


Jul 15, 2019
Arthur P. Guillaumin, Adam M. Sykulski, Sofia C. Olhede, Frederik J. Simons


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Smoothing and Interpolating Noisy GPS Data with Smoothing Splines


Apr 26, 2019
Jeffrey J. Early, Adam M. Sykulski

* 14 pages, 8 figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

The De-Biased Whittle Likelihood


Sep 12, 2018
Adam M. Sykulski, Sofia C. Olhede, Arthur P. Guillaumin, Jonathan M. Lilly, Jeffrey J. Early

* To appear shortly in Biometrika. Full published version includes extensions of theory to non-Gaussian processes, and new simulation examples with an AR(4) and non-Gaussian process 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Exact Simulation of Noncircular or Improper Complex-Valued Stationary Gaussian Processes using Circulant Embedding


Mar 15, 2017
Adam M. Sykulski, Donald B. Percival

* 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP) 
* Link to published version: http://ieeexplore.ieee.org/document/7738840/ 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Frequency-Domain Stochastic Modeling of Stationary Bivariate or Complex-Valued Signals


Mar 15, 2017
Adam M. Sykulski, Sofia C. Olhede, Jonathan M. Lilly, Jeffrey J. Early

* IEEE Transactions on Signal Processing, 2017 
* To appear in IEEE Transactions on Signal Processing 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Automated Planning in Repeated Adversarial Games


Mar 15, 2012
Enrique Munoz de Cote, Archie C. Chapman, Adam M. Sykulski, Nicholas R. Jennings

* Appears in Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI2010) 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email