Maximally Autonomous AI Assistant/Kaski S.

Kaski, Samuel (Principal investigator)
Guo, Yujia (Project Member)
Hämäläinen, Alex (Project Member)
Khoshvishkaie, Ali (Project Member)
De Peuter, Sebastiaan (Project Member)
Välimaa, Ian (Project Member)
Ibrahim, Nazaal (Project Member)

Department of Computer Science

11 Conference article in proceedings
6 Article

17 results

2024
Compositional Sculpting of Iterative Generative Processes
Garipov, T., De Peuter, S., Yang, G., Garg, V., Kaski, S. & Jaakkola, T., 2024, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Curran Associates Inc., p. 12665-12702 (Advances in Neural Information Processing Systems; vol. 36).
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access
Cooperative multi-objective Bayesian design optimization
Mo, G., Dudley, J., Chan, L., Liao, Y. C., Oulasvirta, A. & Kristensson, P. O., 24 Jun 2024, In: ACM Transactions on Interactive Intelligent Systems. 14, 2, 28 p., 13.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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21 Downloads (Pure)
CRTypist: Simulating Touchscreen Typing Behavior via Computational Rationality
Shi, D., Zhu, Y., Jokinen, J. P. P., Acharya, A., Putkonen, A., Zhai, S. & Oulasvirta, A., 11 May 2024, CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. Mueller, F. F., Kyburz, P., Williamson, J. R., Sas, C., Wilson, M. L., Toups Dugas, P. & Shklovski, I. (eds.). ACM, 17 p. 942
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access
File
1 Citation (Scopus)

28 Downloads (Pure)
DesignQuizzer: A Community-Powered Conversational Agent for Learning Visual Design
Peng, Z., Chen, Q., Shen, Z., Ma, X. & Oulasvirta, A., 23 Apr 2024, In: Proceedings of the ACM on Human-Computer Interaction. 8, CSCW1, 40 p., 44.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
1 Citation (Scopus)
Explaining crowdworker behaviour through computational rationality
Hedderich, M. A. & Oulasvirta, A., 24 Apr 2024, (E-pub ahead of print) In: BEHAVIOUR AND INFORMATION TECHNOLOGY.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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16 Downloads (Pure)
Graph4GUI: Graph Neural Networks for Representing Graphical User Interfaces
Jiang, Y., Zhou, C., Garg, V. & Oulasvirta, A., 11 May 2024, CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. Mueller, F. F., Kyburz, P., Williamson, J. R., Sas, C., Wilson, M. L., Toups Dugas, P. & Shklovski, I. (eds.). ACM, 18 p. 988
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access
File
2 Citations (Scopus)

37 Downloads (Pure)
Heads-Up Multitasker: Simulating Attention Switching On Optical Head-Mounted Displays
Bai, Y., Ikkala, A., Oulasvirta, A., Zhao, S., Wang, L. J., Yang, P. & Xu, P., 11 May 2024, CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. Mueller, F. F., Kyburz, P., Williamson, J. R., Sas, C., Wilson, M. L., Toups Dugas, P. & Shklovski, I. (eds.). ACM, 18 p. 79
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access
File
27 Downloads (Pure)
Input-gradient space particle inference for neural network ensembles
Trinh, T., Heinonen, M., Acerbi, L. & Kaski, S., 2024, 12th International Conference on Learning Representations (ICLR 2024). Curran Associates Inc.
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access
File
36 Downloads (Pure)
Palette, Purpose, Prototype: The Three Ps of Color Design and How Designers Navigate Them
Hegemann, L. & Oulasvirta, A., 11 May 2024, CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. Mueller, F. F., Kyburz, P., Williamson, J. R., Sas, C., Wilson, M. L., Toups Dugas, P. & Shklovski, I. (eds.). ACM, 19 p. 147
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access
File
20 Downloads (Pure)
Preference Learning of Latent Decision Utilities with a Human-like Model of Preferential Choice
De Peuter, S., Zhu, S., Guo, Y., Howes, A. & Kaski, S., 2024, (Accepted/In press) Advances in Neural Information Processing Systems 37 (NeurIPS 2024).
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access
Real-time 3D Target Inference via Biomechanical Simulation
Moon, H.-S., Liao, Y.-C., Li, C., Lee, B. & Oulasvirta, A., 11 May 2024, CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. Mueller, F. F., Kyburz, P., Williamson, J. R., Sas, C., Wilson, M. L., Toups Dugas, P. & Shklovski, I. (eds.). ACM, 18 p. 719
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access
File
1 Citation (Scopus)

22 Downloads (Pure)
Understanding and Automating Graphical Annotations on Animated Scatterplots
Shi, D., Oulasvirta, A., Weinkauf, T. & Cao, N., 2024, Proceedings - 2024 IEEE 17th Pacific Visualization Conference, PacificVis 2024. IEEE, p. 212-221 10 p. (IEEE Pacific Visualization Symposium).
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access
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2 Downloads (Pure)
Virtual laboratories : Transforming research with AI
Klami, A., Damoulas, T., Engkvist, O., Rinke, P. & Kaski, S., 27 Aug 2024, In: Data-Centric Engineering. 5, p. 1-20 20 p., e19.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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50 Downloads (Pure)
2023
Differentiable user models
Hämäläinen, A., Celikok, M. M. & Kaski, S., Aug 2023, Proceedings of the 39th Conference on Uncertainty in Artificial Intelligence (UAI 2023). JMLR, Vol. 216. p. 798-808 (Proceedings of Machine Learning Research ; vol. 216).
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access
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49 Downloads (Pure)
Modeling needs user modeling
Çelikok, M. M., Murena, P. A. & Kaski, S., 2023, In: Frontiers in Artificial Intelligence. 6, p. 1-6 6 p., 1097891.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
1 Citation (Scopus)

27 Downloads (Pure)
Online Simulator-Based Experimental Design for Cognitive Model Selection
Aushev, A., Putkonen, A., Clarté, G., Chandramouli, S., Acerbi, L., Kaski, S. & Howes, A., Dec 2023, In: Computational Brain and Behavior. 6, 4, p. 719-737 19 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
1 Citation (Scopus)

21 Downloads (Pure)
Zero-Shot Assistance in Sequential Decision Problems
De Peuter, S. & Kaski, S., 27 Jun 2023, AAAI-23 Technical Tracks 10 . Williams, B., Chen, Y. & Neville, J. (eds.). AAAI Press, p. 11551-11559 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 10).
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access

Maximally Autonomous AI Assistant/Kaski S.

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