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6 Results
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Poster
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Thu 14:30 |
Efficiently testing local optimality and escaping saddles for ReLU networks Chulhee Yun · Suvrit Sra · Ali Jadbabaie |
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Poster
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Wed 14:30 |
Adaptivity of deep ReLU network for learning in Besov and mixed smooth Besov spaces: optimal rate and curse of dimensionality Taiji Suzuki |
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Poster
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Wed 14:30 |
The Comparative Power of ReLU Networks and Polynomial Kernels in the Presence of Sparse Latent Structure Frederic Koehler · Andrej Risteski |
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Poster
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Wed 14:30 |
G-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space Qi Meng · Shuxin Zheng · Huishuai Zhang · Wei Chen · Qiwei Ye · Zhi-Ming Ma · Nenghai Yu · Tie-Yan Liu |
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Poster
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Wed 14:30 |
On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks Yukun Ding · Jinglan Liu · Jinjun Xiong · Yiyu Shi |
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Poster
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Tue 14:30 |
Training for Faster Adversarial Robustness Verification via Inducing ReLU Stability Kai Xiao · Vincent Tjeng · Nur Muhammad Shafiullah · Aleksander Madry |