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Fabricio Murai

2 accepted papers

2025

Position: Stop treating `AGI' as the north-star goal of AI research

ICML 2025poster

The AI research community plays a vital role in shaping the scientific, engineering, and societal goals of AI research. In this position paper, we argue that focusing on the highly contested topic of 'artificial general intelligence' ('AGI') undermines our ability to choose effective goals. We ident…

Cited by 0SourcePDFScholar
2022

Top-Down Deep Clustering with Multi-Generator GANs

AAAI 2022technical

Deep clustering (DC) leverages the representation power of deep architectures to learn embedding spaces that are optimal for cluster analysis. This approach filters out low-level information irrelevant for clustering and has proven remarkably successful for high dimensional data spaces. Some DC meth…