On the need for structure modelling in sequence prediction
From MaRDI portal
Publication:331679
DOI10.1007/s10994-016-5571-yzbMath1402.62143OpenAlexW2504129798WikidataQ58642622 ScholiaQ58642622MaRDI QIDQ331679
Niall Twomey, Tom Diethe, Peter A. Flach
Publication date: 27 October 2016
Published in: Machine Learning (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s10994-016-5571-y
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)
Uses Software
Cites Work
- Consistency of support vector machines for forecasting the evolution of an unknown ergodic dynamical system from observations with unknown noise
- Learning rates of least-square regularized regression with polynomial kernels
- A Bernstein-type inequality for some mixing processes and dynamical systems with an application to learning
- Transductive hyperspectral image classification: toward integrating spectral and relational features via an iterative ensemble system
- Fast learning of relational dependency networks
- An Introduction to Conditional Random Fields
- Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization
- Kendall's tau for serial dependence
- Are Loss Functions All the Same?
- Error bounds for convolutional codes and an asymptotically optimum decoding algorithm
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
This page was built for publication: On the need for structure modelling in sequence prediction