matt jones

matt jones

University of Colorado Boulder

H-index: 25

North America-United States

About matt jones

matt jones, With an exceptional h-index of 25 and a recent h-index of 19 (since 2020), a distinguished researcher at University of Colorado Boulder, specializes in the field of cognition, mathematical modeling, learning, representation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training

Noise misleads rotation invariant algorithms on sparse targets

168. Baseline Bias is Associated With Change in Irritability During Interpretation Bias Training

Online training of machine learning models using bayesian inference over noise

A statistical foundation for derived attention

Multitask learning via interleaving: A neural network investigation

A computational model reveals learning dynamics during interpretation bias training with clinical applications

A belief systems analysis of fraud beliefs following the 2020 US election

matt jones Information

University

Position

psychology and neuroscience

Citations(all)

2708

Citations(since 2020)

1278

Cited By

1961

hIndex(all)

25

hIndex(since 2020)

19

i10Index(all)

40

i10Index(since 2020)

28

Email

University Profile Page

Google Scholar

matt jones Skills & Research Interests

cognition

mathematical modeling

learning

representation

Top articles of matt jones

Title

Journal

Author(s)

Publication Date

Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training

arXiv preprint arXiv:2403.09613

Yanlai Yang

Matt Jones

Michael C Mozer

Mengye Ren

2024/3/14

Noise misleads rotation invariant algorithms on sparse targets

arXiv preprint arXiv:2403.02697

Manfred K Warmuth

Wojciech Kotłowski

Matt Jones

Ehsan Amid

2024/3/5

168. Baseline Bias is Associated With Change in Irritability During Interpretation Bias Training

Biological Psychiatry

Harshith Alete

Saavitri Aggarwal

Tara Trujillo

Anne Penner

Simone Haller

...

2024/5/15

Online training of machine learning models using bayesian inference over noise

2024/4/11

A statistical foundation for derived attention

Journal of mathematical psychology

Samuel Paskewitz

Matt Jones

2023/2/1

Multitask learning via interleaving: A neural network investigation

Proceedings of the Annual Meeting of the Cognitive Science Society

David Mayo

Tyler R Scott

Mengye Ren

Gamaledin Elsayed

Katherine Hermann

...

2023

A computational model reveals learning dynamics during interpretation bias training with clinical applications

Biological Psychiatry: Cognitive Neuroscience and Neuroimaging

Joel Stoddard

Simone P Haller

Vincent Costa

Melissa A Brotman

Matt Jones

2023/10/1

A belief systems analysis of fraud beliefs following the 2020 US election

Nature Human Behaviour

Rotem Botvinik-Nezer

Matt Jones

Tor D Wager

2023/7

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

arXiv preprint arXiv:2305.19535

Peter Chang

Gerardo Duràn-Martín

Alexander Y Shestopaloff

Matt Jones

Kevin Murphy

2023/5/31

For human-like models, train on human-like tasks

Katherine Hermann

Aran Nayebi

Sjoerd van Steenkiste

Matthew Jones

2023/3/2

Assortative mating biases marker-based heritability estimators

Nature communications

Richard Border

Sean O’Rourke

Teresa de Candia

Michael E Goddard

Peter M Visscher

...

2022/2/3

Learning in temporally structured environments

Matt Jones

Tyler R Scott

Mengye Ren

Gamaleldin Fathy Elsayed

Katherine Hermann

...

2022/9/29

Robust priors for regularized regression

Cognitive Psychology

Sebastian Bobadilla-Suarez

Matt Jones

Bradley C Love

2022/2/1

Explaining the return of fear with revised Rescorla-Wagner models

Computational Psychiatry

Samuel Paskewitz

Joel Stoddard

Matt Jones

2022/9/14

Learning at multiple timescales

NeurIPS workshop on Memory in Artificial and Real Intelligence (MemARI)

Matt Jones

2022

The effects of testing the relationships among relational concepts

Cognitive Research: Principles and Implications

Daniel Corral

Alice F Healy

Matt Jones

2022/5/31

Impossibility theorem for extending contextuality to disturbing systems

arXiv preprint arXiv:2212.06976

Alisson Tezzin

Elie Wolfe

Barbara Amaral

Matt Jones

2022/12/14

Neural network online training with sensitivity to multiscale temporal structure

NeurIPS workshop on Memory in Artificial and Real Intelligence (MemARI)

Matt Jones

David Mayo

Tyler Scott

Mengye Ren

Gamaleldin ElSayed

...

2022

P713. Modeling the Role of Context Inhibition in the Return of Fear

Biological Psychiatry

Samuel Paskewitz

Matt Jones

Joel Stoddard

2022/5/1

Context-dependent amygdala–prefrontal connectivity during the dot-probe task varies by irritability and attention bias to angry faces

Neuropsychopharmacology

Reut Naim

Simone P Haller

Julia O Linke

Allison Jaffe

Joel Stoddard

...

2022/12

See List of Professors in matt jones University(University of Colorado Boulder)

Co-Authors

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