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118 Results
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Poster
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Tue 14:00 |
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series Abdul Fatir Ansari · Alvin Heng · Andre Lim · Harold Soh |
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Poster
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Wed 17:00 |
Sampling-Based Accuracy Testing of Posterior Estimators for General Inference Pablo Lemos · Adam Coogan · Yashar Hezaveh · Laurence Perreault-Levasseur |
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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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Thu 16:30 |
Learning in POMDPs is Sample-Efficient with Hindsight Observability Jonathan Lee · Alekh Agarwal · Christoph Dann · Tong Zhang |
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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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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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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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Oral
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Thu 18:00 |
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series Abdul Fatir Ansari · Alvin Heng · Andre Lim · Harold Soh |
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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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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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Workshop
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Mask, Stitch, and Re-Sample: Enhancing Robustness and Generalizability in Anomaly Detection through Automatic Diffusion Models Cosmin Bercea · Michael Neumayr · Daniel Rueckert · Julia Schnabel |