Matt Jones

According to our database, Matt Jones authored at least 16 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

More Experts Than Galaxies: Conditionally-overlapping Experts With Biologically-Inspired Fixed Routing.

Sagi Shaier, Francisco Pereira, Katharina von der Wense, Lawrence E. Hunter, Matt Jones

CoRR, 2024

Bayesian Online Natural Gradient (BONG).

Matt Jones, Peter G. Chang, Kevin Murphy

CoRR, 2024

Noise misleads rotation invariant algorithms on sparse targets.

Manfred K. Warmuth, Wojciech Kotlowski, Matt Jones, Ehsan Amid

CoRR, 2024

Outlier-robust Kalman Filtering through Generalised Bayes.

Gerardo Duran-Martin, Matías Altamirano, Alexander Y. Shestopaloff, Leandro Sánchez-Betancourt, Jeremias Knoblauch, Matt Jones, François-Xavier Briol, Kevin Patrick Murphy

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Low-rank extended Kalman filtering for online learning of neural networks from streaming data.

Peter G. Chang, Gerardo Duràn-Martín, Alexander Y. Shestopaloff, Matt Jones, Kevin Patrick Murphy

Proceedings of the Conference on Lifelong Learning Agents, 2023

2020

Robust priors for regularized regression.

Sebastian Bobadilla-Suarez, Matt Jones, Bradley C. Love

CoRR, 2020

2017

Reinforcement Learning with Analogical Similarity to Guide Schema Induction and Attention.

James M. Foster, Matt Jones

CoRR, 2017

Learning Relational Concepts through Unitary versus Compositional Representations.

Daniel Corral, Matt Jones

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2015

Generative and Discriminative Models in Cognitive Science.

Bradley C. Love, Michael Ramscar, Thomas L. Griffiths, Matt Jones

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2014

Heuristics as a special case of Bayesian Inference.

Paula Parpart, Matt Jones, Bradley C. Love

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013

When is it rational to rely on heuristics?

Paula Parpart, Matt Jones, Bradley C. Love

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

Analogical Reinforcement Learning.

James M. Foster, Matt Jones

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012

Learning Conceptual Hierarchies by Iterated Relational Consolidation.

James M. Foster, Fabian Canas, Matt Jones

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

Learning of Relational Categories as a Function of Higher-Order Structure.

Daniel Corral, Matt Jones

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

2011

Grow your own representations: Computational constructivism.

Joseph L. Austerweil, Thomas L. Griffiths, Todd M. Gureckis, Robert L. Goldstone, Kevin Robert Canini, Matt Jones

Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

2009

Learning to predict information needs: context-aware display as a cognitive aid and an assessment tool.

Bradley C. Love, Matt Jones, Marc T. Tomlinson, Michael Howe

Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009