Bradley C. Love

According to our database, Bradley C. Love authored at least 57 papers between 1998 and 2024.

Collaborative distances:

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

2024

Large language models surpass human experts in predicting neuroscience results.

Xiaoliang Luo, Akilles Rechardt, Guangzhi Sun, Kevin K. Nejad, Felipe Yáñez, Bati Yilmaz, Kangjoo Lee, Alexandra O. Cohen, Valentina Borghesani, Anton Pashkov, Daniele Marinazzo, Jonathan Nicholas, Alessandro Salatiello, Ilia Sucholutsky, Pasquale Minervini, Sepehr Razavi, Roberta Rocca, Elkhan Yusifov, Tereza Okalova, Nianlong Gu, Martin Ferianc, Mikail Khona, Kaustubh R. Patil, Pui-Shee Lee, Rui Mata, Nicholas E. Myers, Jennifer K. Bizley, Sebastian Musslick, Isil Poyraz Bilgin, Guiomar Niso, Justin M. Ales, Michael Gaebler, N. Apurva Ratan Murty, Leyla Loued-Khenissi, Anna Behler, Chloe M. Hall, Jessica Dafflon, Sherry Dongqi Bao, Bradley C. Love

CoRR, 2024

2023

A too-good-to-be-true prior to reduce shortcut reliance.

Nikolay Dagaev, Brett D. Roads, Xiaoliang Luo, Daniel N. Barry, Kaustubh R. Patil, Bradley C. Love

Pattern Recognit. Lett., February, 2023

On Leakage in Machine Learning Pipelines.

Leonard Sasse, Eliana Nicolaisen-Sobesky, Juergen Dukart, Simon B. Eickhoff, Michael Götz, Sami Hamdan, Vera Komeyer, Abhijit Kulkarni, Juha Lahnakoski, Bradley C. Love, Federico Raimondo, Kaustubh R. Patil

CoRR, 2023

Getting aligned on representational alignment.

Ilia Sucholutsky, Lukas Muttenthaler, Adrian Weller, Andi Peng, Andreea Bobu, Been Kim, Bradley C. Love, Erin Grant, Jascha Achterberg, Joshua B. Tenenbaum, Katherine M. Collins, Katherine L. Hermann, Kerem Oktar, Klaus Greff, Martin N. Hebart, Nori Jacoby, Qiuyi Zhang, Raja Marjieh, Robert Geirhos, Sherol Chen, Simon Kornblith, Sunayana Rane, Talia Konkle, Thomas P. O'Connell, Thomas Unterthiner, Andrew K. Lampinen, Klaus-Robert Müller, Mariya Toneva, Thomas L. Griffiths

CoRR, 2023

Human-in-the-Loop Mixup.

Katherine M. Collins, Umang Bhatt, Weiyang Liu, Vihari Piratla, Ilia Sucholutsky, Bradley C. Love, Adrian Weller

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Do Invariances in Deep Neural Networks Align with Human Perception?

Vedant Nanda, Ayan Majumdar, Camila Kolling, John P. Dickerson, Krishna P. Gummadi, Bradley C. Love, Adrian Weller

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Abstract Neural Representations of Category Membership beyond Information Coding Stimulus or Response.

Robert M. Mok, Bradley C. Love

J. Cogn. Neurosci., 2022

Web-based Elicitation of Human Perception on mixup Data.

Katherine M. Collins, Umang Bhatt, Weiyang Liu, Vihari Piratla, Bradley C. Love, Adrian Weller

CoRR, 2022

Confound-leakage: Confound Removal in Machine Learning Leads to Leakage.

Sami Hamdan, Bradley C. Love, Georg G. von Polier, Susanne Weis, Holger Schwender, Simon B. Eickhoff, Kaustubh R. Patil

CoRR, 2022

2021

Exploring Alignment of Representations with Human Perception.

Vedant Nanda, Ayan Majumdar, Camila Kolling, John P. Dickerson, Krishna P. Gummadi, Bradley C. Love, Adrian Weller

CoRR, 2021

Understanding top-down attention using task-oriented ablation design.

Freddie Bickford Smith, Brett D. Roads, Xiaoliang Luo, Bradley C. Love

CoRR, 2021

Enriching ImageNet With Human Similarity Judgments and Psychological Embeddings.

Brett D. Roads, Bradley C. Love

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Learning as the unsupervised alignment of conceptual systems.

Brett D. Roads, Bradley C. Love

Nat. Mach. Intell., 2020

Robust priors for regularized regression.

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

CoRR, 2020

The perceptual boost of visual attention is task-dependent in naturalistic settings.

Freddie Bickford Smith, Xiaoliang Luo, Brett D. Roads, Bradley C. Love

CoRR, 2020

The Costs and Benefits of Goal-Directed Attention in Deep Convolutional Neural Networks.

Xiaoliang Luo, Brett D. Roads, Bradley C. Love

CoRR, 2020

2019

Gerrymandering and computational redistricting.

Olivia Guest, Frank J. Kanayet, Bradley C. Love

J. Comput. Soc. Sci., 2019

2018

Estimating the functional dimensionality of neural representations.

Christiane Ahlheim, Bradley C. Love

NeuroImage, 2018

Conceptual Organization is Revealed by Consumer Activity Patterns.

Adam N. Hornsby, Thomas Evans, Peter S. Riefer, Rosie Prior, Bradley C. Love

CoRR, 2018

2017

Anterior Temporal Lobe Tracks the Formation of Prejudice.

Hugo J. Spiers, Bradley C. Love, Mike E. Le Pelley, Charlotte E. Gibb, Robin A. Murphy

J. Cogn. Neurosci., 2017

Medial prefrontal cortex compresses concept representations through learning.

Michael L. Mack, Alison R. Preston, Bradley C. Love

Proceedings of the 2017 International Workshop on Pattern Recognition in Neuroimaging, 2017

Deep Networks as Models of Human and Animal Categorization.

Bradley C. Love, Olivia Guest, Piotr Slomka, Victor Navarro, Edward Wasserman

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

2015

The Algorithmic Level Is the Bridge Between Computation and Brain.

Bradley C. Love

Top. Cogn. Sci., 2015

Unfazed by Both the Bull and Bear: Strategic Exploration in Dynamic Environments.

Peter S. Riefer, Bradley C. Love

Games, 2015

Active learning as a means to distinguish among prominent decision strategies.

Paula Parpart, Eric Schulz, Maarten Speekenbrink, Bradley C. Love

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

"You may have a cancer-causing virus and not even know it" Fear appeals in online news.

Bradley C. Love, Michael Mackert

First Monday, 2014

Optimal Teaching for Limited-Capacity Human Learners.

Kaustubh R. Patil, Xiaojin Zhu, Lukasz Kopec, Bradley C. Love

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Choice exploration and exploitation in purchase decisions: a longitudinal study of customers' exploration and exploitation of supermarket products.

Peter S. Riefer, Bradley C. Love

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

Moot Point Process Models.

Bradley C. Love, Jana Jarecki, Jerome R. Busemeyer, Niels A. Taatgen, Thomas L. Griffiths, Mirjam Jenny

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

2013

Experiments in dynamic group action and decision making: How crowds of people can walk a tightrope together and survive a zombie attack.

Daniel C. Richardson, Peter S. Riefer, Bradley C. Love, Beau Lotto, Richard C. Clarke, Rick Dale, John Rogers, James Ireland

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

Are forgetting processes crucial to category learning?

Lukasz Kopec, Bradley C. Love

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

2012

How Humans Teach Agents - A New Experimental Perspective.

W. Bradley Knox, Brian D. Glass, Bradley C. Love, W. Todd Maddox, Peter Stone

Int. J. Soc. Robotics, 2012

Exploring Psychosocial Support Online: A Content Analysis of Messages in an Adolescent and Young Adult Cancer Community.

Bradley C. Love, Brittani Crook, Charee M. Thompson, Sarah Zaitchik, Jessica Knapp, Leah LeFebvre, Barbara Jones, Erin Donovan-Kicken, Emily Eargle, Ruth Rechis

Cyberpsychology Behav. Soc. Netw., 2012

Thirty years of Marr's Vision: Levels of Analysis in Cognitive Science.

Chris Eliasmith, Thomas L. Griffiths, Valerie Gray Hardcastle, Bradley C. Love, William Bechtel, Richard P. Cooper, David Peebles

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

2011

Structural Priming as Structure-Mapping: Children Use Analogies From Previous Utterances to Guide Sentence Production.

Micah B. Goldwater, Marc T. Tomlinson, Catharine H. Echols, Bradley C. Love

Cogn. Sci., 2011

Computational, Neuroscientific, and Lifespan Perspectives on the Exploration-Exploitation Dilemma.

A. Ross Otto, W. Bradley Knox, Bradley C. Love, Samuel Gershman, Yael Niv, Darrell A. Worthy, W. Todd Maddox, Jared M. Hotaling, Jerome R. Busemeyer, Richard M. Shiffrin

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

Moving Beyond Where and What to How: Using Models and fMRI to Understand Brain-Behavior Relations.

Bradley C. Love, John P. Spencer, Nathaniel D. Daw, John P. O'Doherty

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

Becoming a Gamer: Cognitive Effects of Real-Time Strategy Gaming.

Brian D. Glass, Marc T. Tomlinson, W. Todd Maddox, Bradley C. Love

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

Determinants of learning difficulty and boundary uncertainty in unidimensional category learning.

Gyslain Giguère, Bradley C. Love

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

2010

Direct Associations or Internal Transformations? Exploring the Mechanisms Underlying Sequential Learning Behavior.

Todd M. Gureckis, Bradley C. Love

Cogn. Sci., 2010

2009

Patient education on mobile devices: an e-health intervention for low health literate audiences.

Michael Mackert, Bradley C. Love, Pamela Whitten

J. Inf. Sci., 2009

Seeing the World through an Expert's Eyes: Context-Aware Display as a Training Companion.

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

Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 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

2006

From Pigeons to Humans: Grounding Relational Learning in Concrete Examples.

Marc T. Tomlinson, Bradley C. Love

Proceedings of the Proceedings, 2006

2004

Dimension-Wide vs. Exemplar-Specific Attention in Category Learning and Recognition.

Yasuaki Sakamoto, Toshihiko Matsuka, Bradley C. Love

Proceedings of the International Conference on Cognitive Modelling, 2004

2003

Towards a unified account of supervised and unsupervised category learning.

Todd M. Gureckis, Bradley C. Love

J. Exp. Theor. Artif. Intell., 2003

Human Unsupervised and Supervised Learning as a Quantitative Distinction.

Todd M. Gureckis, Bradley C. Love

Int. J. Pattern Recognit. Artif. Intell., 2003

CAB: Connectionist Analogy Builder.

Levi B. Larkey, Bradley C. Love

Cogn. Sci., 2003

2002

Similarity and Categorization: A Review.

Bradley C. Love

AI Mag., 2002

Modeling Unsupervised Learning with SUSTAIN.

Todd M. Gureckis, Bradley C. Love

Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

2000

Modeling Classification and Inference Learning.

Bradley C. Love, Arthur B. Markman, Takashi Yamauchi

Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1998

Feature Centrality and Conceptual Coherence.

Steven A. Sloman, Bradley C. Love, Woo-Kyoung Ahn

Cogn. Sci., 1998

Utilizing lime: Asynchronous Binding.

Bradley C. Love

Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

SUSTAIN: A Model of Human Category Learning.

Bradley C. Love, Douglas L. Medin

Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998