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Journal Articles
- 2023
[j1]Newton Mwai Kinyanjui, Emil Carlsson, Fredrik D. Johansson:
Fast Treatment Personalization with Latent Bandits in Fixed-Confidence Pure Exploration. Trans. Mach. Learn. Res. 2023 (2023)
Conference and Workshop Papers
- 2024
- [c8]Emil Carlsson, Debabrota Basu, Fredrik D. Johansson, Devdatt P. Dubhashi:
Pure Exploration in Bandits with Linear Constraints. AISTATS 2024: 334-342 - [c7]Emil Carlsson, Rebecka Lindkvist, Andrei V. Gurtov:
Detecting Ship Satellite Communication Systems on the Open Internet. BlackSeaCom 2024: 280-283 - 2023
- [c6]Emil Carlsson, Devdatt P. Dubhashi, Terry Regier:
Iterated learning and communication jointly explain efficient color naming systems. CogSci 2023 - [c5]David Hasselquist, Ludvig Bolin, Emil Carlsson, Adam Hylander, Martin Larsson, Erik Voldstad, Niklas Carlsson:
Longitudinal Analysis of Wildcard Certificates in the WebPKI. IFIP Networking 2023: 1-9 - 2022
- [c4]Erik Jergéus, Leo Karlsson Oinonen, Emil Carlsson, Moa Johansson:
Towards Learning Abstractions via Reinforcement Learning. AIC 2022: 120-126 - [c3]Emil Carlsson, Devdatt P. Dubhashi:
Pragmatic Reasoning in Structured Signaling Games. CogSci 2022 - 2021
- [c2]Emil Carlsson, Devdatt P. Dubhashi, Fredrik D. Johansson:
Learning Approximate and Exact Numeral Systems via Reinforcement Learning. CogSci 2021 - [c1]Emil Carlsson, Devdatt P. Dubhashi, Fredrik D. Johansson:
Thompson Sampling for Bandits with Clustered Arms. IJCAI 2021: 2212-2218
Informal and Other Publications
- 2024
- [i9]Herman Bergström, Emil Carlsson, Devdatt P. Dubhashi, Fredrik D. Johansson:
Active Preference Learning for Ordering Items In- and Out-of-sample. CoRR abs/2405.03059 (2024) - [i8]Ahmet Zahid Balcioglu, Emil Carlsson, Fredrik D. Johansson:
Identifiable latent bandits: Combining observational data and exploration for personalized healthcare. CoRR abs/2407.16239 (2024) - [i7]Jonathan D. Thomas, Andrea Silvi, Devdatt P. Dubhashi, Emil Carlsson, Moa Johansson:
Learning Efficient Recursive Numeral Systems via Reinforcement Learning. CoRR abs/2409.07170 (2024) - 2023
- [i6]Emil Carlsson, Devdatt P. Dubhashi, Terry Regier:
Iterated learning and communication jointly explain efficient color naming systems. CoRR abs/2305.10154 (2023) - [i5]Emil Carlsson, Devdatt P. Dubhashi:
Pragmatic Reasoning in Structured Signaling Games. CoRR abs/2305.10167 (2023) - [i4]Emil Carlsson, Debabrota Basu, Fredrik D. Johansson, Devdatt P. Dubhashi:
Pure Exploration in Bandits with Linear Constraints. CoRR abs/2306.12774 (2023) - 2022
- [i3]Erik Jergéus, Leo Karlsson Oinonen, Emil Carlsson, Moa Johansson:
Towards Learning Abstractions via Reinforcement Learning. CoRR abs/2212.13980 (2022) - 2021
- [i2]Emil Carlsson, Devdatt P. Dubhashi, Fredrik D. Johansson:
Learning Approximate and Exact Numeral Systems via Reinforcement Learning. CoRR abs/2105.13857 (2021) - [i1]Emil Carlsson, Devdatt P. Dubhashi, Fredrik D. Johansson:
Thompson Sampling for Bandits with Clustered Arms. CoRR abs/2109.01656 (2021)
Coauthor Index
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