Trevor Walker

According to our database, Trevor Walker authored at least 15 papers between 2005 and 2014.

Collaborative distances:

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

2014

Content-Based Cross-Domain Recommendations Using Segmented Models.

Shaghayegh Sahebi, Trevor Walker

Proceedings of the 1st Workshop on New Trends in Content-based Recommender Systems co-located with the 8th ACM Conference on Recommender Systems, 2014

Improving the discriminative power of inferred content information using segmented virtual profile.

Haishan Liu, Anuj Goyal, Trevor Walker, Anmol Bhasin

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

2011

Integrating knowledge capture and supervised learning through a human-computer interface.

Trevor Walker, Gautam Kunapuli, Noah Larsen, David Page, Jude W. Shavlik

Proceedings of the 6th International Conference on Knowledge Capture (K-CAP 2011), 2011

2010

Transfer Learning via Advice Taking.

Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin

Proceedings of the Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S. Michalski, 2010

Automating the ILP Setup Task: Converting User Advice about Specific Examples into General Background Knowledge.

Trevor Walker, Ciaran O'Reilly, Gautam Kunapuli, Sriraam Natarajan, Richard Maclin, David Page, Jude W. Shavlik

Proceedings of the Inductive Logic Programming - 20th International Conference, 2010

2008

Rule Extraction for Transfer Learning.

Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin

Proceedings of the Rule Extraction from Support Vector Machines, 2008

Advice Taking and Transfer Learning: Naturally Inspired Extensions to Reinforcement Learning.

Lisa Torrey, Trevor Walker, Richard Maclin, Jude W. Shavlik

Proceedings of the Naturally-Inspired Artificial Intelligence, 2008

2007

Building Relational World Models for Reinforcement Learning.

Trevor Walker, Lisa Torrey, Jude W. Shavlik, Richard Maclin

Proceedings of the Inductive Logic Programming, 17th International Conference, 2007

Relational Macros for Transfer in Reinforcement Learning.

Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin

Proceedings of the Inductive Logic Programming, 17th International Conference, 2007

Refining Rules Incorporated into Knowledge-Based Support Vector Learners Via Successive Linear Programming.

Richard Maclin, Edward W. Wild, Jude W. Shavlik, Lisa Torrey, Trevor Walker

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

Skill Acquisition Via Transfer Learning and Advice Taking.

Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin

Proceedings of the Machine Learning: ECML 2006, 2006

A Simple and Effective Method for Incorporating Advice into Kernel Methods.

Richard Maclin, Jude W. Shavlik, Trevor Walker, Lisa Torrey

Proceedings of the Proceedings, 2006

2005

Knowledge transfer via advice taking.

Lisa Torrey, Trevor Walker, Jude W. Shavlik, Richard Maclin

Proceedings of the 3rd International Conference on Knowledge Capture (K-CAP 2005), 2005

Using Advice to Transfer Knowledge Acquired in One Reinforcement Learning Task to Another.

Lisa Torrey, Trevor Walker, Jude W. Shavlik, Richard Maclin

Proceedings of the Machine Learning: ECML 2005, 2005

Giving Advice about Preferred Actions to Reinforcement Learners Via Knowledge-Based Kernel Regression.

Richard Maclin, Jude W. Shavlik, Lisa Torrey, Trevor Walker, Edward W. Wild

Proceedings of the Proceedings, 2005