
Diego Mesquita
@wkly_infrmtive
Machine learning, deep learning, and Bayesian methods. Assistant prof @FGVBrazil. Previously @AaltoUniversity.
(Bad) Jokes are my own.
ID: 1015354697295847424
https://weakly-informative.github.io/ 06-07-2018 21:59:59
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We're hosting the Tropical ProbAI school FGV Jan 29-Feb 2, in Rio de Janeiro. Good news: applications are still open. This year, we'll have lectures & talks from the exceptional Vikash Mansinghka Diane Bouchacourt Adèle Ribeiro @HelgeLangseth Zenna Tavares + more tropical.probabilistic.ai

📢 Early bird call: Soon to open is an exciting opportunity for PhD research 🎓 in the CS dept Computer Science @ The University of Manchester ✨ U of Manchester The University of Manchester 👌 supervised by me and Samuel Kaski. To work at the forefront of statistical theory and methods for distribution shifts 🤓 DM me for enquiring!



GNN-based link prediction is typically miscalibrated. Read our preprint for further discussion on the issue and the first calibration method explicitly designed for the task. Amauri Souza Samuel Kaski arxiv.org/abs/2403.04605

Build what you need and use what you build. This is a core philosophy of my research. It shifts the focus away from publishing “papers” to what really matters — impact. This thread unpacks why I think this is a successful approach to science. 1/10 Or see: perceiving-systems.blog/en/post/build-…


Our work at #ICML2024 enables one-shot Bayesian federated/parallel inference over discrete spaces (e.g., graphs). In Willie Neiswanger's embarrassingly style, we use Emmanuel Bengio 's GFlowNets to learn local posteriors and combine them using our *aggregating balance condition*.







Come visit us. Work beatifully led by Tiago da Silva, who will soon defend his PhD.


For our "Automated Assessment of Teaching Quality" project, we are looking for two PhD students: one in educational/cognitive sciences or a related field (uni-tuebingen.de/fakultaeten/wi…) and one in machine learning (uni-tuebingen.de/en/faculties/f…). Please apply and reach me out for details!
