Towards Understanding Extrapolation: a Causal Lens
from Arxiv Papers Hosted by Igor Melnyk
This work explores extrapolation in distribution shifts, providing theoretical insights and methods for identifying target distributions using minimal samples, validated through experiments on synthetic and real-world data. https://arxiv.org/abs//2501.09163 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016 Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers
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This episode is 16 minutes long.
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This episode was published on January 17, 2025.
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