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[QA] KAN or MLP: A Fairer Comparison
Manage episode 430575553 series 3524393
This paper compares KAN and MLP models across various tasks, finding MLP generally outperforms KAN, except in symbolic formula representation, where B-spline activation enhances performance.
https://arxiv.org/abs//2407.16674
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
--- Support this podcast: https://podcasters.spotify.com/pod/show/arxiv-papers/support
1553 episodes
Manage episode 430575553 series 3524393
This paper compares KAN and MLP models across various tasks, finding MLP generally outperforms KAN, except in symbolic formula representation, where B-spline activation enhances performance.
https://arxiv.org/abs//2407.16674
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
--- Support this podcast: https://podcasters.spotify.com/pod/show/arxiv-papers/support
1553 episodes
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