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Publications

The OII's faculty and research staff author hundreds of publications every year, externally published in journals, conference proceedings and other academic outlets. The full database can be searched using the form below.

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Conference papers
  • Valdivia, A. and Tazzioli, M. (2023) "Datafication Genealogies beyond Algorithmic Fairness: Making Up Racialised Subjects", 2023 ACM Conference on Fairness, Accountability, and Transparency. ACM FAccT 2023, Chicago, IL, USA, 12 – 15 June 2023. Association for Computing Machinery (ACM). 840-850. (This paper was presented at the 6th Annual ACM FAccT Conference 2023, 12th-15th June 2023, Chicago, IL, USA.)
  • WILSON, A., Uhrig, P., PAYNE, E., PAVLOVA, I., Burenko, I., TORR, P., BALTAZANI, M., Dykes, N., HALE, S. and Burrows, E. (2023) "Studying Time Conceptualisation via Speech, Prosody, and Hand Gesture: Interweaving Manual and Computational Methods of Analysis", Proceedings of Gesture and Speech in Interaction conference, Nijmegen 2023. Gesture and Speech in Interaction 2023 (GESPIN 2023), Nijmegen, The Netherlands, 13 – 15 September 2023.
  • Hawkins, W. and Mittelstadt, B. (2023) "The ethical ambiguity of AI data enrichment: Measuring gaps in research ethics norms and practices", ACM International Conference Proceeding Series. 2023 ACM Conference on Fairness, Accountability, and Transparency. Association for Computing Machinery (ACM). 261-270.
  • Liu, Y., Alahi, A., Russell, C., Horn, M., Zietlow, D., Schölkopf, B. and Locatello, F. (2023) "Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning", Proceedings of Machine Learning Research. 213 553-573.
  • Saha, A., Mendez, O., Russell, C. and Bowden, R. (2023) "Translating Images into Maps (Extended Abstract)", IJCAI International Joint Conference on Artificial Intelligence. Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence. 2023-August 6486-6491.
  • Spencer, J., Qian, C.S., Trescakova, M., Russell, C., Hadfield, S., Graf, E.W., Adams, W.J., Schofield, A.J., Elder, J., Bowden, R., Anwar, A., Chen, H., Chen, X., Cheng, K., Dai, Y., Hoa, H.T., Hossain, S., Huang, J., Jing, M., Li, B., Li, C., Li, B., Liu, Z., Mattoccia, S., Mercelis, S., Nam, M., Poggi, M., Qi, X., Ren, J., Tang, Y., Tosi, F., Trinh, L., Uddin, S.M.N., Umair, K.M., Wang, K., Wang, Y., Wang, Y., Xiang, M., Xu, G., Yin, W., Yu, J., Zhang, Q. and Zhao, C. (2023) "The Second Monocular Depth Estimation Challenge", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). Institute of Electrical and Electronics Engineers (IEEE). 00 3064-3076.
  • Kleindessner, M., Donini, M., Russell, C. and Zafar, M.B. (2023) "Efficient fair PCA for fair representation learning", Proceedings of Machine Learning Research. 206 5250-5270.
  • Spencer, J., Qian, C.S., Russell, C., Hadfield, S., Graf, E., Adams, W., Schofield, A.J., Elder, J., Bowden, R., Cong, H., Mattoccia, S., Poggi, M., Suri, Z.K., Tang, Y., Tosi, F., Wang, H., Zhang, Y., Zhang, Y. and Zhao, C. (2023) "The Monocular Depth Estimation Challenge", Proceedings - 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2023. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW). Institute of Electrical and Electronics Engineers (IEEE). 00 623-632.
  • Ali, J., Kleindessner, M., Wenzel, F., Budhathoki, K., Cevher, V. and Russell, C. (2023) "Evaluating the Fairness of Discriminative Foundation Models in Computer Vision", AIES 2023 - Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society. Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society. Association for Computing Machinery (ACM). 809-833.
  • Russell, C., Saha, A., Mendez, O. and Bowden, R. (2023) Learning Adaptive Neighborhoods for Graph Neural Networks. Proceedings of the IEEE/CVF International Conference on Computer Vision, Paris, France, 2 – 6 October 2023. IEEE. (This is the author accepted manuscript following peer review version of the article. The final version will be available online from a forthcoming edition of the conference proceedings.)
  • Russell, C., Spencer, J., Hadfield, S. and Bowden, R. (2023) Kick Back & Relax: Learning to Reconstruct the World by Watching SlowTV. Proceedings of the IEEE/CVF International Conference on Computer Vision, Paris, France, 2 – 6 October 2023. IEEE. (This paper was presented at the IEEE/CVF International Conference on Computer Vision 2023, 2nd-6th October, Paris, France. This is the author accepted manuscript following peer review version of the article. The final version will be available online from a forthcoming edition of the conference proceedings,)
  • Herman, L. (2023) For who page? Tiktok creators’ algorithmic dependencies. International Association of Societies of Design Research Congress 2023.
  • Herman, L. and Arora, P. (2023) Decolonizing creativity in the digital era. International Association of Societies of Design Research Congress.
  • Herman, L., Chen, N., Yoon, D., Nguyen, C., Song, I. and Shin, F. (2023) "Using Online Videos as the Basis for Developing Design Guidelines: A Case Study of AR-Based Assembly Instructions", Proceedings of the ACM on Human-Computer Interaction. ACM ISS 2023. Association for Computing Machinery (ACM). 7 (ISS) 41-63.
  • Singh, H., Kleindessner, M., Cevher, V., Chunara, R. and Russell, C. (2023) "When do Minimax-fair Learning and Empirical Risk Minimization Coincide?", Proceedings of Machine Learning Research. 202 31969-31989.
Journal articles
Reports
Preprints

Books

Our faculty have authored and edited many critically acclaimed books. The most recent books can be found below - more can be found on our dedicated Books page.