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64 Results
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Poster
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Wed 16:30 |
On Neural Networks as Infinite Tree-Structured Probabilistic Graphical Models Boyao Li · Alexander Thomson · houssam nassif · Matthew Engelhard · David Page |
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Workshop
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Recurrent Interpolants for Probabilistic Time Series Prediction Yu Chen · Marin Biloš · Sarthak Mittal · Wei Deng · Kashif Rasul · Anderson Schneider |
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Poster
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Thu 16:30 |
eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling Matthew Dowling · Yuan Zhao · Memming Park |
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Workshop
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Efficient Probabilistic Modeling of Crystallization at Mesoscopic Scale Pol Timmer · Koen Minartz · Vlado Menkovski |
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Poster
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Wed 16:30 |
Generating Origin-Destination Matrices in Neural Spatial Interaction Models Ioannis Zachos · Mark Girolami · Theodoros Damoulas |
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Poster
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Wed 11:00 |
Probabilistic size-and-shape functional mixed models Fangyi Wang · Karthik Bharath · Oksana Chkrebtii · Sebastian Kurtek |
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Poster
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Fri 11:00 |
Learning via Surrogate PAC-Bayes Antoine Picard · Roman Moscoviz · Benjamin Guedj |
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Workshop
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FusOn-pLM: A Fusion Oncoprotein-Specific Language Model via Focused Probabilistic Masking Sophia Vincoff · Shrey Goel · Kseniia Kholina · Rishab Pulugurta · Pranay Vure · Pranam Chatterjee |
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Workshop
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Physics-guided Optimization of Photonic Structures using Denoising Diffusion Probabilistic Models Dongjin Seo · Soobin Um · Sangbin Lee · Jong Chul Ye · Haejun Chung |
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Poster
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Consistency Models for Scalable and Fast Simulation-Based Inference Marvin Schmitt · Valentin Pratz · Ullrich Köthe · Paul-Christian Bürkner · Stefan Radev |
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Poster
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Fri 11:00 |
Deep Bayesian Active Learning for Preference Modeling in Large Language Models Luckeciano Carvalho Melo · Panagiotis Tigas · Alessandro Abate · Yarin Gal |
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Workshop
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Modeling dynamic neural activity by combining naturalistic video stimuli and stimulus-independent latent factors Finn Schmidt · Suhas Shrinivasan · Polina Turishcheva · Fabian Sinz |