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Affinity Workshop
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Mon 8:05 |
Link Prediction from Heterogeneous Opinion Mining Networks with Multi-Domain Applications Bernardo Marques Costa · Ricardo Marcondes Marcacini |
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Affinity Workshop
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Mon 8:05 |
Breakout Session 2 - Statistical Inference & Applications to Machine Learning |
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Poster
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Wed 15:30 |
State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks Yanqi Chen · Zhaofei Yu · Wei Fang · Zhengyu Ma · Tiejun Huang · Yonghong Tian |
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Spotlight
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Thu 13:30 |
NP-Match: When Neural Processes meet Semi-Supervised Learning Jianfeng Wang · Thomas Lukasiewicz · Daniela Massiceti · Xiaolin Hu · Vladimir Pavlovic · Alexandros Neophytou |
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Spotlight
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Wed 7:35 |
One-Pass Diversified Sampling with Application to Terabyte-Scale Genomic Sequence Streams Benjamin Coleman · Benito Geordie · Li Chou · R. A. Leo Elworth · Todd Treangen · Anshumali Shrivastava |
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Poster
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Wed 15:30 |
Private Streaming SCO in $\ell_p$ geometry with Applications in High Dimensional Online Decision Making Yuxuan Han · Zhicong Liang · Zhipeng Liang · Yang Wang · Yuan Yao · Jiheng Zhang |
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Spotlight
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Thu 10:50 |
Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization Brandon Trabucco · Xinyang Geng · Aviral Kumar · Sergey Levine |
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Spotlight
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Tue 14:20 |
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications Lukas Wolf · Ard Kastrati · Martyna Plomecka · Jieming Li · Dustin Klebe · Alexander Veicht · Roger Wattenhofer · Nicolas Langer |
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Spotlight
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Tue 11:25 |
Deep Neural Network Fusion via Graph Matching with Applications to Model Ensemble and Federated Learning Chang Liu · Chenfei Lou · Runzhong Wang · Alan Yuhan Xi · Li Shen · Junchi Yan |
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Workshop
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Out-of-Distribution Detection for Medical Applications: Guidelines for Practical Evaluation Karina Zadorozhny · Patrick Thoral · Paul Elbers · Giovanni Cinà |
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Spotlight Session
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Wed 7:30 |
Applications |
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Poster
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Wed 15:30 |
Proximal Exploration for Model-guided Protein Sequence Design Zhizhou Ren · Jiahan Li · Fan Ding · Yuan Zhou · Jianzhu Ma · Jian Peng |