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118 Results
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Workshop
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Sample-efficient learning of auditory object representations using differentiable impulse response synthesis Vinayak Agarwal · James Traer · Josh Mcdermott |
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Poster
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Tue 14:00 |
Infusing Lattice Symmetry Priors in Attention Mechanisms for Sample-Efficient Abstract Geometric Reasoning Mattia Atzeni · Mrinmaya Sachan · Andreas Loukas |
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Poster
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Thu 13:30 |
Finite-Sample Analysis of Learning High-Dimensional Single ReLU Neuron Jingfeng Wu · Difan Zou · Zixiang Chen · Vladimir Braverman · Quanquan Gu · Sham Kakade |
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Poster
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Tue 14:00 |
Few-Sample Feature Selection via Feature Manifold Learning David Cohen · Tal Shnitzer · Yuval Kluger · Ronen Talmon |
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Poster
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Tue 17:00 |
Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks Mohammed Nowaz Rabbani Chowdhury · Shuai Zhang · Meng Wang · Sijia Liu · Pin-Yu Chen |
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Oral
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Thu 18:24 |
Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks Mohammed Nowaz Rabbani Chowdhury · Shuai Zhang · Meng Wang · Sijia Liu · Pin-Yu Chen |
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Poster
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Thu 16:30 |
Sampling-based Nyström Approximation and Kernel Quadrature Satoshi Hayakawa · Harald Oberhauser · Terry Lyons |
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Poster
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Wed 17:00 |
Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning Nader Asadi · MohammadReza Davari · Sudhir Mudur · Rahaf Aljundi · Eugene Belilovsky |
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Poster
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Thu 16:30 |
Robust Budget Pacing with a Single Sample Santiago Balseiro · Rachitesh Kumar · Vahab Mirrokni · Balasubramanian Sivan · Di Wang |
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Poster
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Tue 17:00 |
Sampling random graph homomorphisms and applications to network data analysis Hanbaek Lyu · Facundo Memoli · David Sivakoff |
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Poster
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Wed 14:00 |
Low-Switching Policy Gradient with Exploration via Online Sensitivity Sampling Yunfan Li · Yiran Wang · Yu Cheng · Lin Yang |
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Poster
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Tue 17:00 |
Rigid Body Flows for Sampling Molecular Crystal Structures Jonas Köhler · Michele Invernizzi · Pim de Haan · Frank Noe |