Chris Thornton

According to our database, Chris Thornton authored at least 30 papers between 1987 and 2021.

Collaborative distances:

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

2021

Extensional Superposition and Its Relation to Compositionality in Language and Thought.

Chris Thornton

Cogn. Sci., 2021

2019

Does Conceptual Compositionality Affect Language Complexity? Comment on Lou-Magnuson and Onnis.

Chris Thornton

Cogn. Sci., 2019

Auto-WEKA: Automatic Model Selection and Hyperparameter Optimization in WEKA.

Lars Kotthoff, Chris Thornton, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown

Proceedings of the Automated Machine Learning - Methods, Systems, Challenges, 2019

2017

Auto-WEKA 2.0: Automatic model selection and hyperparameter optimization in WEKA.

Lars Kotthoff, Chris Thornton, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown

J. Mach. Learn. Res., 2017

A Cascade Architecture for Keyword Spotting on Mobile Devices.

Alexander Gruenstein, Raziel Alvarez, Chris Thornton, Mohammadali Ghodrat

CoRR, 2017

2015

Automated Testing of Physical Security: Red Teaming Through Machine Learning.

Chris Thornton, Ori Cohen, Jörg Denzinger, Jeffrey E. Boyd

Comput. Intell., 2015

Mechanical TA: Partially Automated High-Stakes Peer Grading.

James R. Wright, Chris Thornton, Kevin Leyton-Brown

Proceedings of the 46th ACM Technical Symposium on Computer Science Education, 2015

2013

Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms.

Chris Thornton, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

A New Way of Linking Information Theory with Cognitive Science.

Chris Thornton

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

A Natural Cure for the Pet Fish Problem: Feature Emergence as Classificatory Composition.

Chris Thornton

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

2012

Auto-WEKA: Automated Selection and Hyper-Parameter Optimization of Classification Algorithms

Chris Thornton, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown

CoRR, 2012

In Situ Motion Capture of Speed Skating: Escaping the Treadmill.

Jeffrey E. Boyd, Andrew Godbout, Chris Thornton

Proceedings of the Ninth Conference on Computer and Robot Vision, 2012

Fuzzy Memory Theory and its Use in Cognitive Science.

Chris Thornton

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

2011

Is there any Need to Mention Induction?

Chris Thornton

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

Naive Inference viewed as Computation.

Chris Thornton

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

Evaluating goal ordering structures for testing harbour security policies.

Chris Thornton, Tom Flanagan, Jörg Denzinger, Jeffrey E. Boyd

Proceedings of the 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2011

2010

Gauging the value of good data: Informational embodiment quantification.

Chris Thornton

Adapt. Behav., 2010

2009

Representation Recovers Information.

Chris Thornton

Cogn. Sci., 2009

Hierarchical Markov Modeling for Generative Music.

Chris Thornton

Proceedings of the 2009 International Computer Music Conference, 2009

Self-redundancy in Music.

Chris Thornton

Proceedings of the Computational Creativity: An Interdisciplinary Approach, 12.07., 2009

Testing harbour patrol and interception policies using particle-swarm-based learning of cooperative behavior.

Tom Flanagan, Chris Thornton, Jörg Denzinger

Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2009

2006

Principled exploitation of behavioural coupling.

Chris Thornton

J. Exp. Theor. Artif. Intell., 2006

2003

Indirect sensing through abstractive learning.

Chris Thornton

Intell. Data Anal., 2003

1999

What do Constructive Learners Really Learn?

Chris Thornton

Artif. Intell. Rev., 1999

1997

Brave Mobots Use Representation: Emergence of Representation in Fight-or-Flight Learning.

Chris Thornton

Minds Mach., 1997

Separability is a Learner's Best Friend.

Chris Thornton

Proceedings of the Connectionist Representations: 4th Neural Computation and Psychology Workshop, 1997

1996

Parity: The Problem that Won't Go Away.

Chris Thornton

Proceedings of the Advances in Artificial Intelligence, 1996

1988

Links between Content and Information-Content.

Chris Thornton

Proceedings of the 8th European Conference on Artificial Intelligence, 1988

A Computational Model for the Data Compression Metaphor.

Chris Thornton

Proceedings of the Artificial Intelligence III: Methodology, Systems, Applications, 1988

1987

Hypercuboid-Formation Behaviour of Two Learning Algorithms.

Chris Thornton

Proceedings of the 10th International Joint Conference on Artificial Intelligence. Milan, 1987