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Workshop
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Fri 7:50
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Investigating extrapolation and low-data challenges via contrastive learning of chemical compositions
Federico Ottomano · Giovanni De Felice · Rahul Savani · Vladimir Gusev · Matthew Rosseinsky
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Poster
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Thu 15:00
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On Class Distributions Induced by Nearest Neighbor Graphs for Node Classification of Tabular Data
Federico Errica
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Workshop
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Sat 12:02
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Simulating the Air Quality Impact of Prescribed Fires Using a Graph Neural Network-Based PM2.5 Emissions Forecasting System
Kyleen Liao · Jatan Buch · Kara Lamb · Pierre Gentine
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Workshop
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Neural Network-Based Score Estimation in Diffusion Models: Optimization and Generalization
Yinbin Han · Meisam Razaviyayn · Renyuan Xu
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Poster
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Wed 15:00
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GraphMP: Graph Neural Network-based Motion Planning with Efficient Graph Search
Xiao Zang · Miao Yin · Jinqi Xiao · Saman Zonouz · Bo Yuan
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Workshop
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Simulating the Air Quality Impact of Prescribed Fires Using a Graph Neural Network-Based PM2.5 Emissions Forecasting System
Kyleen Liao · Jatan Buch · Kara Lamb · Pierre Gentine
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Workshop
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Tree-Regularized Tabular Embeddings
Xuan Li · Yun Wang · Bo Li
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Workshop
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Extracting Nonlinear Symmetries From Trained Neural Networks on Dynamics Data
Yoh-ichi Mototake
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Workshop
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Sat 13:40
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Joint Group Invariant Functions on Data-Parameter Domain Induce Universal Neural Networks
Sho Sonoda
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Poster
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Wed 15:00
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Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing
Josh Alman · 杰昊 梁 · Zhao Song · Ruizhe Zhang · Danyang Zhuo
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Poster
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Thu 15:00
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Conditional Distribution Function Estimation Using Neural Networks for Censored and Uncensored Data
Bingqing Hu · Bin Nan
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Workshop
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Glacier Movement Prediction with Attention-based Recurrent Neural Networks and Satellite Data
Jonas Müller · Raphael Braun · Hendrik PA Lensch · Nicole Ludwig
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