Matthew Barker

12 papers A 1B 1C 1Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems.
CoRR
Matthew Barker, Andrew Bell, Evan Thomas, James Carr, Thomas Andrews, Umang Bhatt
2024 — conf
A Machine Learning Framework for Optimising Indoor Thermal Comfort and Air Quality through Sensor Data Streams.
BuildSys
Chun Wai Chiu, Christos Efstratiou, Marialena Nikolopoulou, Matthew Barker, Andrew Baldwin, Malcolm Clarke
2023 — conf
FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines.
EAAMO
Matthew Barker, Emma Kallina, Dhananjay Ashok, Katherine M. Collins, Ashley Casovan, Adrian Weller, Ameet Talwalkar, Valerie Chen, Umang Bhatt
2023 J jnl
FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines.
CoRR
Matthew Barker, Emma Kallina, Dhananjay Ashok, Katherine M. Collins, Ashley Casovan, Adrian Weller, Ameet Talwalkar, Valerie Chen, Umang Bhatt
2023 C conf
Human Uncertainty in Concept-Based AI Systems.
AIES
Katherine Maeve Collins, Matthew Barker, Mateo Espinosa Zarlenga, Naveen Raman, Umang Bhatt, Mateja Jamnik, Ilia Sucholutsky, Adrian Weller, Krishnamurthy Dvijotham
2023 J jnl
Human Uncertainty in Concept-Based AI Systems.
CoRR
Katherine M. Collins, Matthew Barker, Mateo Espinosa Zarlenga, Naveen Raman, Umang Bhatt, Mateja Jamnik, Ilia Sucholutsky, Adrian Weller, Krishnamurthy Dvijotham
2023 A conf
Robot Learning to Mop Like Humans Using Video Demonstrations.
IROS
Sanket Gaurav, Aaron Crookes, David Hoying, Vignesh Narayanaswamy, Harish Venkataraman, Matthew Barker, Venugopal Vasudevan, Brian D. Ziebart
2023 J jnl
Selective Concept Models: Permitting Stakeholder Customisation at Test-Time.
CoRR
Matthew Barker, Katherine M. Collins, Krishnamurthy Dvijotham, Adrian Weller, Umang Bhatt
2018 J jnl
Amplifying Quiet Voices: Challenges and Opportunities for Participatory Design at an Urban Scale.
ACM Trans. Comput. Hum. Interact.
Daniel Gooch, Matthew Barker, Lorraine Hudson, Ryan Kelly, Gerd Kortuem, Janet van der Linden, Marian Petre, Rebecca Brown, Anna Klis-Davies, Hannah Forbes, Jessica Mackinnon, Robbie Macpherson, Clare Walton
2017 — conf
Creating a Datascape: a game to support communities in using open data: Short Paper.
C&T
Annika Wolff, Matthew Barker, Marian Petre
2017 — conf
Mining a MOOC to examine international views of the "Smart City".
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Daniel Gooch, Lorraine Hudson, Matthew Barker, Annika Wolff, Marian Petre
2017 B conf
Sprite Catcher: A Handheld Self-Reflection and Mindfulness Tool for Mental Healthcare.
TEI
Matthew Barker, Janet van der Linden