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68 Results
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Workshop
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Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive? Rylan Schaeffer · Hailey Schoelkopf · Brando Miranda · Gabriel Mukobi · Varun Madan · Adam Ibrahim · Herbie Bradley · Stella Biderman · Sanmi Koyejo |
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Poster
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Tue 4:30 |
Transitional Uncertainty with Layered Intermediate Predictions Ryan Benkert · Mohit Prabhushankar · Ghassan AlRegib |
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Workshop
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Valid Error Bars for Neural Weather Models using Conformal Prediction Vignesh Gopakumar · Ander Gray · Joel Oskarsson · Lorenzo Zanisi · Daniel Giles · Matt Kusner · Marc Deisenroth · Stanislas Pamela |
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Workshop
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Learning high-dimensional mixed models via amortized variational inference Priscilla Ong · Manuel Haussmann · Harri Lähdesmäki |
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Poster
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Wed 4:30 |
Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions Sanjay Kariyappa · Freddy Lecue · Saumitra Mishra · Christopher Pond · Daniele Magazzeni · Manuela Veloso |
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Workshop
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Retrieve to Explain: Evidence-driven Predictions with Language Models Ravi Patel · Angus Brayne · Rogier Hintzen · Daniel Jaroslawicz · Georgiana Neculae · Dane Corneil |
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Workshop
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Likelihood-based fine-tuning of protein language models for few-shot fitness prediction and design Alex Hawkins-Hooker · Jakub Kmec · Oliver Bent · Paul Duckworth |
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Poster
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Wed 2:30 |
Preventing Model Collapse in Gaussian Process Latent Variable Models Ying Li · Zhidi Lin · Feng Yin · Michael Minyi Zhang |
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Poster
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Wed 2:30 |
Sparse Inducing Points in Deep Gaussian Processes: Enhancing Modeling with Denoising Diffusion Variational Inference JIAN XU · Delu Zeng · John Paisley |
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Oral
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Wed 1:45 |
Sparse Inducing Points in Deep Gaussian Processes: Enhancing Modeling with Denoising Diffusion Variational Inference JIAN XU · Delu Zeng · John Paisley |
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Poster
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Tue 4:30 |
Improving Token-Based World Models with Parallel Observation Prediction Lior Cohen · Kaixin Wang · Bingyi Kang · Shie Mannor |
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Poster
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Tue 2:30 |
Probabilistic Modeling of Interpersonal Coordination Processes Paulo Soares · Adarsh Pyarelal · Meghavarshini Krishnaswamy · Emily Butler · Kobus Barnard |