Workshop
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Sat 9:25
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Adjoint Method: The Connection between Analog-based Equilibrium Propagation Architectures and Neural ODEs
Mohamed Watfa · Alberto Garcia-Ortiz
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Poster
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Wed 15:00
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Model-Based Reparameterization Policy Gradient Methods: Theory and Practical Algorithms
Shenao Zhang · Boyi Liu · Zhaoran Wang · Tuo Zhao
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Workshop
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Neural Sandbox Framework for Classification: A Concept Based Method of Leveraging LLMs for Text Classification
Mostafa Mushsharat · Nabeel Mohammed · Mohammad Ruhul Amin
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Poster
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Thu 8:45
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Particle-based Variational Inference with Generalized Wasserstein Gradient Flow
Ziheng Cheng · Shiyue Zhang · Longlin Yu · Cheng Zhang
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Poster
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Wed 15:00
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Entropy-based Training Methods for Scalable Neural Implicit Samplers
Weijian Luo · Boya Zhang · Zhihua Zhang
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Poster
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Tue 8:45
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Energy-Based Sliced Wasserstein Distance
Khai Nguyen · Nhat Ho
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Workshop
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Variance Reduced Model Based Methods: New rates and adaptive step sizes
Robert Gower · Frederik Kunstner · Mark Schmidt
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Workshop
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Sat 9:25
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Unleashing Hyperdimensional Computing with Nyström Method based Data Adaptive Encoding
Quanling Zhao · Anthony Thomas · Xiaofan Yu · Tajana S Rosing
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Workshop
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Protein generation with evolutionary diffusion
Sarah Alamdari · Nitya Thakkar · Rianne van den Berg · Alex X Lu · Nicolo Fusi · Ava Amini · Kevin Yang
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Poster
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Tue 15:15
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MMGP: a Mesh Morphing Gaussian Process-based machine learning method for regression of physical problems under nonparametrized geometrical variability
Fabien Casenave · Brian Staber · Xavier Roynard
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Poster
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Tue 8:45
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[Re] Hierarchical Shrinkage: Improving the Accuracy and Interpretability of Tree-Based Methods
Domen Mohorčič · David Ocepek
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Workshop
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Generative design for gene therapy: An validated method
Farhan Damani · David Brookes · Jeffrey Chan · Rishi Jajoo · Alexander Mijalis · Joyce Samson · Flaviu Vadan · Cameron Webster · Stephen Malina · Sam Sinai
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