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Poster
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Wed 11:00
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Treeffuser: probabilistic prediction via conditional diffusions with gradient-boosted trees
Nicolas Beltran Velez · Alessandro A Grande · Achille Nazaret · Alp Kucukelbir · David Blei
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Workshop
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TabGraphs: A Benchmark and Strong Baselines for Learning on Graphs with Tabular Node Features
Gleb Bazhenov · Oleg Platonov · Liudmila Prokhorenkova
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Affinity Event
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Gradient Boosting for yield prediction of elite maize hybrid ZhengDan 958
Oumnia Ennaji · Sfia Baha · leonardus Vergutz · Achraf El Allali
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Poster
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Wed 16:30
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Wasserstein Gradient Boosting: A Framework for Distribution-Valued Supervised Learning
Takuo Matsubara
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Poster
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Thu 11:00
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RashomonGB: Analyzing the Rashomon Effect and Mitigating Predictive Multiplicity in Gradient Boosting
Hsiang Hsu · Ivan Brugere · Shubham Sharma · Freddy Lecue · Richard Chen
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Poster
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Wed 16:30
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Deep Learning Through A Telescoping Lens: A Simple Model Provides Empirical Insights On Grokking, Gradient Boosting & Beyond
Alan Jeffares · Alicia Curth · Mihaela van der Schaar
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Workshop
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Sat 17:27
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M²FGB: A Min-Max Gradient Boosting Framework for Subgroup Fairness
Jansen Pereira · Giovani Valdrighi · Marcos M. Raimundo
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Workshop
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M²FGB: A Min-Max Gradient Boosting Framework for Subgroup Fairness
Jansen Pereira · Giovani Valdrighi · Marcos M. Raimundo
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