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Poster
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Fri 16:30
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On the Expressive Power of Tree-Structured Probabilistic Circuits
Lang Yin · Han Zhao
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Poster
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Thu 16:30
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Low Degree Hardness for Broadcasting on Trees
Han Huang · Elchanan Mossel
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Workshop
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Smoothing-Based Adversarial Defense Methods for Inverse Problems
Yang Sun · Jonathan Scarlett
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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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Poster
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Fri 11:00
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Gradient-based Discrete Sampling with Automatic Cyclical Scheduling
Patrick Pynadath · Riddhiman Bhattacharya · ARUN HARIHARAN · Ruqi Zhang
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Competition
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Sat 13:50
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#1st Place- MMGP: a Mesh Morphing Gaussian Process-based machine learning method for regression of physical problems under non-parameterized geometrical variability
Fabien Casenave
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Poster
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Thu 11:00
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Penalty-based Methods for Simple Bilevel Optimization under Hölderian Error Bounds
Pengyu Chen · Xu Shi · Rujun Jiang · Jiulin Wang
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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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Wed 16:30
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B-ary Tree Push-Pull Method is Provably Efficient for Distributed Learning on Heterogeneous Data
Runze You · Shi Pu
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Workshop
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Post-Calibration Techniques: Balancing Calibration and Score Distribution Alignment
Agathe Fernandes Machado · Arthur Charpentier · Emmanuel Flachaire · Ewen Gallic · Francois HU
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Workshop
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Toward Understanding How the Data Affects Neural Collapse: A Kernel-Based Approach
Vignesh Kothapalli · Tom Tirer
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Poster
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Thu 16:30
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Hierarchical Uncertainty Exploration via Feedforward Posterior Trees
Elias Nehme · Rotem Mulayoff · Tomer Michaeli
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