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19 Results
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Poster
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Thu 9:00 |
Latent Hierarchical Causal Structure Discovery with Rank Constraints Biwei Huang · Charles Jia Han Low · Feng Xie · Clark Glymour · Kun Zhang |
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Workshop
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A Variable-Coefficient Nuclear Norm Penalty for Low Rank Inference Nathan Wycoff · Ali Arab · Lisa Singh |
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Poster
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Rank Diminishing in Deep Neural Networks Ruili Feng · Kecheng Zheng · Yukun Huang · Deli Zhao · Michael Jordan · Zheng-Jun Zha |
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Workshop
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Strategies for Applying Low Rank Decomposition to Transformer-Based Models Habib Hajimolahoseini · Walid Ahmed · Mehdi Rezaghoizadeh · Vahid Partovi Nia · Yang Liu |
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Poster
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Thu 9:00 |
Polynomial time guarantees for the Burer-Monteiro method Diego Cifuentes · Ankur Moitra |
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Workshop
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DyLoRA: Parameter Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low Rank Adaptation Mojtaba Valipour · Mehdi Rezaghoizadeh · Ivan Kobyzev · Ali Ghodsi |
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Poster
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Tue 14:00 |
Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces Vladimir Kostic · Pietro Novelli · Andreas Maurer · Carlo Ciliberto · Lorenzo Rosasco · Massimiliano Pontil |