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 (AAAI, 2005)

Using Advice to Transfer Knowledge Acquired in One Reinforcement Learning Task to Another. - Lisa Torrey; Trevor Walker; Jude W. Shavlik; Richard Maclin (ECML, 2005)

Knowledge transfer via advice taking. - Lisa Torrey; Trevor Walker; Jude W. Shavlik; Richard Maclin (K-CAP, 2005)

A Simple and Effective Method for Incorporating Advice into Kernel Methods. - Richard Maclin; Jude W. Shavlik; Trevor Walker; Lisa Torrey (AAAI, 2006)

Skill Acquisition Via Transfer Learning and Advice Taking. - Lisa Torrey; Jude W. Shavlik; Trevor Walker; Richard Maclin (ECML, 2006)

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 (AAAI, 2007)

Relational Macros for Transfer in Reinforcement Learning. - Lisa Torrey; Jude W. Shavlik; Trevor Walker; Richard Maclin (ILP, 2007)

Building Relational World Models for Reinforcement Learning. - Trevor Walker; Lisa Torrey; Jude W. Shavlik; Richard Maclin (ILP, 2007)

Advice Taking and Transfer Learning: Naturally Inspired Extensions to Reinforcement Learning. - Lisa Torrey; Trevor Walker; Richard Maclin; Jude W. Shavlik (AAAI Fall Symposium: Naturally-Inspired Artificial Intelligence, 2008)

Rule Extraction for Transfer Learning. - Lisa Torrey; Jude W. Shavlik; Trevor Walker; Richard Maclin (Rule Extraction from Support Vector Machines, 2008)

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 (ILP, 2010)

Transfer Learning via Advice Taking. - Lisa Torrey; Jude W. Shavlik; Trevor Walker; Richard Maclin (Advances in Machine Learning I, 2010)

Integrating knowledge capture and supervised learning through a human-computer interface. - Trevor Walker; Gautam Kunapuli; Noah Larsen; David Page; Jude W. Shavlik (K-CAP, 2011)

Improving the discriminative power of inferred content information using segmented virtual profile. - Haishan Liu; Anuj Goyal; Trevor Walker; Anmol Bhasin (RecSys, 2014)

Content-Based Cross-Domain Recommendations Using Segmented Models. - Shaghayegh Sahebi; Trevor Walker (CBRecSys@RecSys, 2014)

Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models. - Cristina Nader Vasconcelos; Abdullah Rashwan; Austin Waters; Trevor Walker; Keyang Xu; Jimmy Yan; Rui Qian; Yeqing Li; Shixin Luo; Yasumasa Onoe; Zarana Parekh; Ivana Kajic; et al. (Trans. Mach. Learn. Res., 2024)

Gemini Embedding: Generalizable Embeddings from Gemini. - Jinhyuk Lee; Feiyang Chen; Sahil Dua; Daniel Cer; Madhuri Shanbhogue; Iftekhar Naim; Gustavo Hernández Ábrego; Zhe Li; Kaifeng Chen; Henrique Schechter Vera; Xiaoqi Ren; Shanfeng Zhang; et al. (CoRR, 2025)