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60 Results
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Poster
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Tue 9:00 |
Structured Energy Network As a Loss Jay Yoon Lee · Dhruvesh Patel · Purujit Goyal · Wenlong Zhao · Zhiyang Xu · Andrew McCallum |
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Poster
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Wed 14:00 |
Adaptive Oracle-Efficient Online Learning Guanghui Wang · Zihao Hu · Vidya Muthukumar · Jacob Abernethy |
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Workshop
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AsymQ: Asymmetric Q-loss to mitigate overestimation bias in off-policy reinforcement learning Qinsheng Zhang · Arjun Krishna · Sehoon Ha · Yongxin Chen |
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Poster
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IM-Loss: Information Maximization Loss for Spiking Neural Networks Yufei Guo · Yuanpei Chen · Liwen Zhang · Xiaode Liu · Yinglei Wang · Xuhui Huang · Zhe Ma |
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Poster
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Wed 14:00 |
Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm Changlong Wu · Mohsen Heidari · Ananth Grama · Wojciech Szpankowski |
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Workshop
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Online Continual Learning from Imbalanced Data with Kullback-Leibler-loss based replay buffer updates Sotirios Nikoloutsopoulos · Iordanis Koutsopoulos · Michalis Titsias |
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Poster
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Tue 9:00 |
Biologically plausible solutions for spiking networks with efficient coding Veronika Koren · Stefano Panzeri |
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Poster
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Tue 14:00 |
Posterior Collapse of a Linear Latent Variable Model Zihao Wang · Liu Ziyin |
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Poster
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Wed 14:00 |
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing Yonggan Fu · Yang Zhang · Kaizhi Qian · Zhifan Ye · Zhongzhi Yu · Cheng-I Jeff Lai · Celine Lin |
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Poster
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Tue 14:00 |
Differentially Private Online-to-batch for Smooth Losses Qinzi Zhang · Hoang Tran · Ashok Cutkosky |
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Poster
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Wed 9:00 |
AdaFocal: Calibration-aware Adaptive Focal Loss Arindam Ghosh · Thomas Schaaf · Matthew Gormley |
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Poster
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Tue 9:00 |
Understanding Deep Contrastive Learning via Coordinate-wise Optimization Yuandong Tian |