Matt Jones

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 8

Top Topics

Cognitive Science

Bayesian Inference

Top Venues

Publications

Gerardo Duran-Martin, Matías Altamirano, Alexander Y. Shestopaloff, Leandro Sánchez-Betancourt, Jeremias Knoblauch, Matt Jones, François-Xavier Briol, Kevin Murphy
Outlier-robust Kalman Filtering through Generalised Bayes. CoRR (2024)
Matt Jones, Peter G. Chang, Kevin Murphy
Bayesian Online Natural Gradient (BONG). CoRR (2024)
Manfred K. Warmuth, Wojciech Kotlowski, Matt Jones, Ehsan Amid
Noise misleads rotation invariant algorithms on sparse targets. CoRR (2024)
Peter G. Chang, Gerardo Duràn-Martín, Alexander Y. Shestopaloff, Matt Jones, Kevin Patrick Murphy
Low-rank extended Kalman filtering for online learning of neural networks from streaming data. CoLLAs (2023)
Sebastian Bobadilla-Suarez, Matt Jones, Bradley C. Love
Robust priors for regularized regression. CoRR (2020)
James M. Foster, Matt Jones
Reinforcement Learning with Analogical Similarity to Guide Schema Induction and Attention. CoRR (2017)
Daniel Corral, Matt Jones
Learning Relational Concepts through Unitary versus Compositional Representations. CogSci (2017)
Bradley C. Love, Michael Ramscar, Thomas L. Griffiths, Matt Jones
Generative and Discriminative Models in Cognitive Science. CogSci (2015)
Paula Parpart, Matt Jones, Bradley C. Love
Heuristics as a special case of Bayesian Inference. CogSci (2014)
James M. Foster, Matt Jones
Analogical Reinforcement Learning. CogSci (2013)
Paula Parpart, Matt Jones, Bradley C. Love
When is it rational to rely on heuristics? CogSci (2013)
Daniel Corral, Matt Jones
Learning of Relational Categories as a Function of Higher-Order Structure. CogSci (2012)
James M. Foster, Fabian Canas, Matt Jones
Learning Conceptual Hierarchies by Iterated Relational Consolidation. CogSci (2012)
Joseph L. Austerweil, Thomas L. Griffiths, Todd M. Gureckis, Robert L. Goldstone, Kevin Robert Canini, Matt Jones
Grow your own representations: Computational constructivism. CogSci (2011)
Bradley C. Love, Matt Jones, Marc T. Tomlinson, Michael Howe
Learning to predict information needs: context-aware display as a cognitive aid and an assessment tool. CHI (2009)