Research groups
Colleges
Tsvetomira Dumbalska
BA (Hons), MSc, DPhil
Postdoctoral Researcher
- Human Information Processing (Summerfield Lab)
Research Summary
How does the structure of information affect how we learn about the world and make decisions? My research uses behavioral experiments to chart the influence the informational landscape wields on human behavior. I combine these empirical data with computational models simulating the information processing mechanisms underlying learning and choice.
Teaching & Supervision
Recent publications
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Reward Model Interpretability via Optimal and Pessimal Tokens
Conference paper
Christian B. et al, (2025)
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Zero-shot counting with a dual-stream neural network model.
Journal article
Thompson JAF. et al, (2024), Neuron
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What do we mean when we talk about socioeconomic status? Implications for measurement, mechanisms and interventions from a critical review on adolescent mental health.
Journal article
Zaneva M. et al, (2024), Gen Psychiatr, 37
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How do (perceptual) distracters distract?
Journal article
Dumbalska T. et al, (2022), PLoS Comput Biol, 18
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A community-sourced glossary of open scholarship terms.
Journal article
Parsons S. et al, (2022), Nat Hum Behav, 6, 312 - 318