Emil Carlsson

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Multi Armed Bandits

Reinforcement Learning

Linear Constraints

Top Venues

IFIP Networking

Publications

Ahmet Zahid Balcioglu, Emil Carlsson, Fredrik D. Johansson
Identifiable latent bandits: Combining observational data and exploration for personalized healthcare. CoRR (2024)
Emil Carlsson, Debabrota Basu, Fredrik D. Johansson, Devdatt P. Dubhashi
Pure Exploration in Bandits with Linear Constraints. AISTATS (2024)
Herman Bergström, Emil Carlsson, Devdatt P. Dubhashi, Fredrik D. Johansson
Active Preference Learning for Ordering Items In- and Out-of-sample. CoRR (2024)
Emil Carlsson, Debabrota Basu, Fredrik D. Johansson, Devdatt P. Dubhashi
Pure Exploration in Bandits with Linear Constraints. CoRR (2023)
Emil Carlsson, Devdatt P. Dubhashi, Terry Regier
Iterated learning and communication jointly explain efficient color naming systems. CoRR (2023)
Emil Carlsson, Devdatt P. Dubhashi, Terry Regier
Iterated learning and communication jointly explain efficient color naming systems. CogSci (2023)
Emil Carlsson, Devdatt P. Dubhashi
Pragmatic Reasoning in Structured Signaling Games. CoRR (2023)
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)
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)
Erik Jergéus, Leo Karlsson Oinonen, Emil Carlsson, Moa Johansson
Towards Learning Abstractions via Reinforcement Learning. CoRR (2022)
Erik Jergéus, Leo Karlsson Oinonen, Emil Carlsson, Moa Johansson
Towards Learning Abstractions via Reinforcement Learning. AIC (2022)
Emil Carlsson, Devdatt P. Dubhashi
Pragmatic Reasoning in Structured Signaling Games. CogSci (2022)
Emil Carlsson, Devdatt P. Dubhashi, Fredrik D. Johansson
Thompson Sampling for Bandits with Clustered Arms. IJCAI (2021)
Emil Carlsson, Devdatt P. Dubhashi, Fredrik D. Johansson
Learning Approximate and Exact Numeral Systems via Reinforcement Learning. CoRR (2021)
Emil Carlsson, Devdatt P. Dubhashi, Fredrik D. Johansson
Learning Approximate and Exact Numeral Systems via Reinforcement Learning. CogSci (2021)
Emil Carlsson, Devdatt P. Dubhashi, Fredrik D. Johansson
Thompson Sampling for Bandits with Clustered Arms. CoRR (2021)