Learning Approximate and Exact Numeral Systems via Reinforcement Learning. - Emil Carlsson; Devdatt P. Dubhashi; Fredrik D. Johansson (CogSci, 2021)

Thompson Sampling for Bandits with Clustered Arms. - Emil Carlsson; Devdatt P. Dubhashi; Fredrik D. Johansson (IJCAI, 2021)

Towards Learning Abstractions via Reinforcement Learning. - Erik Jergéus; Leo Karlsson Oinonen; Emil Carlsson; Moa Johansson (AIC, 2022)

Pragmatic Reasoning in Structured Signaling Games. - Emil Carlsson; Devdatt P. Dubhashi (CogSci, 2022)

Iterated learning and communication jointly explain efficient color naming systems. - Emil Carlsson; Devdatt P. Dubhashi; Terry Regier (CogSci, 2023)

Longitudinal Analysis of Wildcard Certificates in the WebPKI. - David Hasselquist; Ludvig Bolin; Emil Carlsson; Adam Hylander; Martin Larsson; Erik Voldstad; Niklas Carlsson (IFIP Networking, 2023)

Fast Treatment Personalization with Latent Bandits in Fixed-Confidence Pure Exploration. - Newton Mwai Kinyanjui; Emil Carlsson; Fredrik D. Johansson (Trans. Mach. Learn. Res., 2023)

Pure Exploration in Bandits with Linear Constraints. - Emil Carlsson; Debabrota Basu; Fredrik D. Johansson; Devdatt P. Dubhashi (AISTATS, 2024)

Detecting Ship Satellite Communication Systems on the Open Internet. - Emil Carlsson; Rebecka Lindkvist; Andrei V. Gurtov (BlackSeaCom, 2024)

Active preference learning for ordering items in- and out-of-sample. - Herman Bergström; Emil Carlsson; Devdatt P. Dubhashi; Fredrik D. Johansson (NeurIPS, 2024)

Identifiable latent bandits: Combining observational data and exploration for personalized healthcare. - Ahmet Zahid Balcioglu; Emil Carlsson; Fredrik D. Johansson (CoRR, 2024)

Learning Efficient Recursive Numeral Systems via Reinforcement Learning. - Jonathan D. Thomas; Andrea Silvi; Devdatt P. Dubhashi; Emil Carlsson; Moa Johansson (CoRR, 2024)

Variational Quantum Optimization with Continuous Bandits. - Marc Wanner; Johan Jonasson; Emil Carlsson; Devdatt P. Dubhashi (CoRR, 2025)

Latent Preference Bandits. - Newton Mwai Kinyanjui; Emil Carlsson; Fredrik D. Johansson (CoRR, 2025)