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The University of Edinburgh MRes Neuroinformatics & Computational Neuroscience Thesis: "Effects of intrinsic temporal reference frames on information processing in auditory neurons." |
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Imperial College London MEng Electrical & Electronic Engineering Thesis: "Classifying acoustic stimuli from ECoG recordings of the auditory cortex." |
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TU Delft PhD Researcher |
2021 - | |
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Data Science for Social Good Foundation Research Fellow AWS Cloud Infrastructure Engineer Jr. Technical Mentor |
2017 - 2020 | |
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Universidade Nova de Lisboa School of Business and Economics Teaching Assistant: - Machine Learning - Data Curation - Data Visualization |
2019 - 2020 | |
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Warblr Software Developer |
2017 | |
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Audio Analytic Research Engineer Analytics Engineer |
2015 - 2017 | |
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Imperial College London Communications and Signal Processing Group Undergraduate Research Assistant |
2012 |
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AI Alignment through Reinforcement Learning from Human Feedback? Contradictions and Limitations Dahlgren Lindström A., Methnani, L., Krause, L., Ericson, P., de Troya, IMR., Coelho Mollo, D., Dobbe, R. 2024 https://arxiv.org/abs/2406.18346 |
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Machine Learning Informed Decision-Making: A Field Intervention in Public Employment Service Zejnilovic L, Lavado S, Soares C, de Troya I, Bell A, Ghani R. (2021, Forthcoming.) |
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Algorithmic long-term unemployment risk assessment in use: counselors’ perceptions and use practices. Zejnilovic L, Lavado S, de Troya I, Sim S, Bell A. Global Perspectives (2020) 1(1), Special Issue: Datafication and the Welfare State. |
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Predicting, explaining, and understanding risk of long-term unemployment. de Troya I, Chen R, Moraes L, Bajaj B, Kupersmith J, Ghani R, Brás N, Zejnilovic L. Workshop on AI for Social Good. 32nd Neural Information Processing Systems, 2018, Montréal, Canada. [pdf] |
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A Hybrid Recommender System for Patient-Doctor Matchmaking in Primary Care. Han Q, Ji M, de Troya I, Gaur M, Zejnilovic L. 5th IEEE Data Science and Advanced Analytics 2018, Turin, Italy. [pdf] |
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A Collaborative Filtering Recommender System in Primary Care: Towards a Trusting Patient-Doctor Relationship. Han Q, de Troya I, Ji M, Gaur M, Zejnilovic L. 5th IEEE International Conference on Healthcare Informatics 2018, New York City, USA. [pdf] |