Merge branch 'release/4.1.0'

shogun-toolbox · Feb 10, 2016 · 11fd43b · 11fd43b
2 parents 8c3b4e3 + 83031f7
commit 11fd43b
Showing 1 changed file with 3 additions and 4 deletions.
diff --git a/NEWS b/NEWS
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  * This is a new feature and cleanup release:
  * Features:
  - Added GEMPLP for approximate inference to the structured output framework [Jiaolong Xu].
- - Effeciency improvements of the FITC framework for GP inference [Wu Lin].
+ - Effeciency improvements of the FITC framework for GP inference (FITC_Laplce, FITC, VarDTC) [Wu Lin].
  - Added optimisation of inducing variables in sparse GP inference [Wu Lin].
- - Added optimisation methods for GP inference (Newton, Cholesky, ...) [Wu Lin].
+ - Added optimisation methods for GP inference (Newton, Cholesky, LBFGS, ...) [Wu Lin].
  - Added Automatic Relevance Determination (ARD) kernel functionality for variational GP inference [Wu Lin].
- - Added BFGS based optimisation for GP inference [Wu Lin].
  - Updated Notebook for variational GP inference [Wu Lin].
- - New framework for stochastic optimisation (l1/2 loss, mirror descent, proximal gradients, adagrad) [Wu Lin].
+ - New framework for stochastic optimisation (l1/2 loss, mirror descent, proximal gradients, adagrad, SVRG, RMSProp, adadelta, ...) [Wu Lin].
  - New Shogun meta-language for automatically generating code listings in all target languages [Esben Sörig].
  - Added periodic kernel [Esben Sörig].
  - Add gradient output functionality in Neural Nets [Sanuj Sharma].