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Affinity Event
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Embracing Queer and Crip Complexity in Machine Learning: Dirty Resilience and Sweaty AI
Gopinaath Kannabiran · Sacha Knox
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Poster
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Fri 11:00
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PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs
Hao Zhongkai · Jiachen Yao · Chang Su · Hang Su · Ziao Wang · Fanzhi Lu · Zeyu Xia · Yichi Zhang · Songming Liu · Lu Lu · Jun Zhu
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Poster
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Wed 16:30
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HEPrune: Fast Private Training of Deep Neural Networks With Encrypted Data Pruning
Yancheng Zhang · Mengxin Zheng · Yuzhang Shang · Xun Chen · Qian Lou
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Oral Session
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Fri 10:00
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Oral Session 5B: Graph Neural Networks, Causal Inference
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Affinity Event
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Out-of-Distribution performance as a proxy metric for graph neural network explainers in the absence of ground-truth explanations
Guadalupe Gonzalez · Chirag Agarwal · Siddharth Betala
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Poster
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Thu 11:00
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Graph Coarsening with Message-Passing Guarantees
Antonin Joly · Nicolas Keriven
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Oral Session
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Fri 10:00
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Oral Session 5A: Graph Neural Networks
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Affinity Event
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Heart Disease Prediction: A Comparative Study of Optimizers Performance in Deep Neural Networks.
chisom chibuike · Adeyinka Ogunsanya
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Affinity Event
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GCC Aware Glaucoma Detection Using Macula OCT Image Analysis Based on Deep Convolutional Neural Networks
Hana Mekonen Tamiru
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Poster
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Fri 11:00
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Critically Assessing the State of the Art in Neural Network Verification
Matthias König · Annelot W. Bosman · Holger H. Hoos · Jan N. Van Rijn
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Affinity Event
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Toward Comprehensive Neural Network Robustness
Fatemeh Amerehi · Patrick Healy
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Affinity Event
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Training-Free Approach of Convolutional Neural Networks with Astrocyte-Inspired Architectures
Ana Ribas-Rodriguez · Vanessa Aguiar-Pulido · Francisco Cedron
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