| 2021 | RecSys | FINN.no Slates Dataset: A new Sequential Dataset Logging Interactions, all Viewed Items and Click Responses/No-Click for Recommender Systems Research. | Simen Eide, David S. Leslie, Arnoldo Frigessi, Joakim Rishaug, Helge Jenssen, Sofie Verrewaere |
| 2020 | AISTATS | On Thompson Sampling for Smoother-than-Lipschitz Bandits. | James A. Grant, David S. Leslie |
| 2019 | ACL | FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms. | Henry B. Moss, Andrew Moore, David S. Leslie, Paul Rayson |
| 2019 | ICML | Adaptive Sensor Placement for Continuous Spaces. | James A. Grant, Alexis Boukouvalas, Ryan-Rhys Griffiths, David S. Leslie, Sattar Vakili, Enrique Munoz de Cote |
| 2018 | COLING | Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models. | Henry B. Moss, David S. Leslie, Paul Rayson |
| 2017 | CogSci | Why Does Higher Working Memory Capacity Help You Learn? | Kevin Lloyd, Adam Sanborn, David S. Leslie, Stephan Lewandowsky |
| 2017 | ESORICS | Multi-rate Threshold FlipThem. | David S. Leslie, Chris Sherfield, Nigel P. Smart |