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7 Results
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Poster
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Thu 9:00 |
Langevin Autoencoders for Learning Deep Latent Variable Models Shohei Taniguchi · Yusuke Iwasawa · Wataru Kumagai · Yutaka Matsuo |
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Poster
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Tue 9:00 |
Improved Convergence Rate of Stochastic Gradient Langevin Dynamics with Variance Reduction and its Application to Optimization Yuri Kinoshita · Taiji Suzuki |
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Poster
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Tue 9:00 |
Privacy of Noisy Stochastic Gradient Descent: More Iterations without More Privacy Loss Jason Altschuler · Kunal Talwar |
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Poster
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Generalization Bounds for Gradient Methods via Discrete and Continuous Prior Xuanyuan Luo · Bei Luo · Jian Li |
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Workshop
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On Equivalences between Weight and Function-Space Langevin Dynamics Ziyu Wang · Yuhao Zhou · Ruqi Zhang · Jun Zhu |
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Poster
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Trajectory Inference via Mean-field Langevin in Path Space Lénaïc Chizat · Stephen Zhang · Matthieu Heitz · Geoffrey Schiebinger |
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Poster
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Thu 9:00 |
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics Lianhui Qin · Sean Welleck · Daniel Khashabi · Yejin Choi |