3.18A Informatics Forum
10 Crichton Street Newington
Edinburgh EH8 9AB, UK
More details 👉here👈. Reach out for me if you want to chat about doing research in Edinburgh!
news
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ERC Starting Grant!
22 Nov 2022Very happy and lucky to see that my ERC StG "UNREAL: A UNified REAsoning Layer for trustworthy ML" has been funded! I will be hiring soon.
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2yr postdoc position on reasoning+learning!
12 Oct 20222 years postdoc position with me, Pasquale Minervini and Edoardo Ponti on "Gradient-based Learning of Complex Latent Structures". Consider applying!
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TPM@UAI2022
05 Aug 2022Amazing invited talks, papers and discussions at the 5th TPM Workshop I co-organized at UAI 2022! In general, UAI was incredible!
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PC tutorial at Neurips2022!
20 Jul 2022I will do a new tutorial on the current landscape of circuits with YooJung and Robert at NeurIPS 2022 in New Orleans.
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Dagstuhl was a blast!
22 Apr 2022The Dagstuhl Seminar on "Recent Advancements in Tractable Probabilistic Inference" I organized with Max, Kristian and Priyank ended very well!
e.g.
Can a single probabilistic model deliver robust and tractable inference
in presence of uncertainty over inputs (e.g., missing values, noise,...)
and detect anomalous values while dealing with heterogeneous
(mixed continuous and discrete, different likelihood models and statistical data types)?
Can we use it for exploratory data analysis?
Which kind of (probabilistic) patterns will it discover?