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45 Results
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Workshop
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How Small Amount of Data Sharing Benefits Higher-Order Distributed Optimization and Learning Mingxi Zhu · Yinyu Ye |
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Workshop
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Fishy: Layerwise Fisher Approximation for Higher-order Neural Network Optimization Abel Peirson · Ehsan Amid · Yatong Chen · Vladimir Feinberg · Manfred Warmuth · Rohan Anil |
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Poster
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Thu 14:00 |
Scale-invariant Learning by Physics Inversion Philipp Holl · Vladlen Koltun · Nils Thuerey |
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Workshop
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Fri 6:15 |
Order up! The Benefits of Higher-Order Optimization in Machine Learning Albert Berahas · Jelena Diakonikolas · Jarad Forristal · Brandon Reese · Martin Takac · Yan Xu |
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Poster
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Wed 9:00 |
A Direct Approximation of AIXI Using Logical State Abstractions Samuel Yang-Zhao · Tianyu Wang · Kee Siong Ng |
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Poster
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Tue 14:00 |
GENIE: Higher-Order Denoising Diffusion Solvers Tim Dockhorn · Arash Vahdat · Karsten Kreis |
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Workshop
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LSGANs with Gradient Regularizers are Smooth High-dimensional Interpolators Siddarth Asokan · Chandra Seelamantula |
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Workshop
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Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance Kenzo Clauw · Daniele Marinazzo · Sebastiano Stramaglia |
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Poster
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Wed 14:00 |
Precise Learning Curves and Higher-Order Scalings for Dot-product Kernel Regression Lechao Xiao · Hong Hu · Theodor Misiakiewicz · Yue Lu · Jeffrey Pennington |
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Poster
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Tue 9:00 |
Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Functions Saeed Masiha · Saber Salehkaleybar · Niao He · Negar Kiyavash · Patrick Thiran |
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Poster
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ZARTS: On Zero-order Optimization for Neural Architecture Search Xiaoxing Wang · Wenxuan Guo · Jianlin Su · Xiaokang Yang · Junchi Yan |
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Poster
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Wed 9:00 |
Online Algorithms for the Santa Claus Problem Max Springer · MohammadTaghi Hajiaghayi · Debmalya Panigrahi · Mohammad Khani |