Colin Rowat

Senior Research Scientist, Rakuten Institute of Technology

Lecturer, Birmingham University

Joined

April 2021

Names

Colin Rowat (Preferred)

Emails

****@bham.ac.uk (Confirmed)

****@espero.org.uk (Confirmed)

****@rakuten.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Senior Research Scientist

Rakuten Institute of Technology (rakuten.com)

2022 – Present

Lecturer

Birmingham University (bham.ac.uk)

2001 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

explainable AI

2019 – Present

cooperative game theory

2011 – Present

Publications

Joint Shapley values: a measure of joint feature importance
Chris Harris, Richard Pymar, Colin Rowat
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone
Joint Shapley values: a measure of joint feature importance
Chris Harris, Richard Pymar, Colin Rowat
- 2021 (modified: 04 Apr 2022)
- CoRR 2021
- Readers: Everyone
Asymmetric Shapley values: incorporating causal knowledge into model-agnostic explainability
Christopher Frye, Colin Rowat, Ilya Feige
- 2020 (modified: 04 Nov 2022)
- NeurIPS 2020
- Readers: Everyone
An Introduction to Mechanized Reasoning
Manfred Kerber, Christoph Lange, Colin Rowat
- 2016 (modified: 04 Nov 2022)
- CoRR 2016
- Readers: Everyone
Pillage games with multiple stable sets
Simon Mackenzie, Manfred Kerber, Colin Rowat
- 2015 (modified: 04 Nov 2022)
- Int. J. Game Theory 2015
- Readers: Everyone
Sound Auction Specification and Implementation
Marco B. Caminati, Manfred Kerber, Christoph Lange, Colin Rowat
- 2015 (modified: 04 Nov 2022)
- EC 2015
- Readers: Everyone
VCG - Combinatorial Vickrey-Clarke-Groves Auctions
Marco B. Caminati, Manfred Kerber, Christoph Lange, Colin Rowat
- 2015 (modified: 04 Nov 2022)
- Arch. Formal Proofs 2015
- Readers: Everyone
Sufficient conditions for unique stable sets in three agent pillage games
Colin Rowat, Manfred Kerber
- 2014 (modified: 06 May 2021)
- Math. Soc. Sci. 2014
- Readers: Everyone
Set Theory or Higher Order Logic to Represent Auction Concepts in Isabelle?
Marco B. Caminati, Manfred Kerber, Christoph Lange, Colin Rowat
- 2014 (modified: 04 Nov 2022)
- CICM 2014
- Readers: Everyone
A Qualitative Comparison of the Suitability of Four Theorem Provers for Basic Auction Theory
Christoph Lange, Marco B. Caminati, Manfred Kerber, Till Mossakowski, Colin Rowat, Makarius Wenzel, Wolfgang Windsteiger
- 2013 (modified: 25 Feb 2025)
- MKM/Calculemus/DML 2013
- Readers: Everyone

View all 13 publications