Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation
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2022 |
Wang, Yufei |
Proxy-Normalizing Activations to Match Batch Normalization while Removing Batch Dependence
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2022 |
Labatie, Antoine |
On the Representation Power of Set Pooling Networks
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2022 |
Bueno, Christian |
Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation
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2022 |
Sun, Ying |
Risk-averse Heteroscedastic Bayesian Optimization
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2022 |
Makarova, Anastasia |
Provably Strict Generalisation Benefit for Invariance in Kernel Methods
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2022 |
Elesedy, Bryn |
Topological Detection of Trojaned Neural Networks
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2022 |
Zheng, Songzhu |
Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning
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2022 |
Mehra, Akshay |
Boosting with Multiple Sources
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2022 |
Cortes, Corinna |
Coresets for Clustering with Missing Values
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2022 |
Braverman, Vladimir |
Scatterbrain: Unifying Sparse and Low-rank Attention
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2022 |
Chen, Beidi |
Differentially Private Learning with Adaptive Clipping
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2022 |
Andrew, Galen |
Hash Layers For Large Sparse Models
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2022 |
Roller, Stephen |
Regret Minimization Experience Replay in Off-Policy Reinforcement Learning
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2022 |
Liu, Xu-Hui |
Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks
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2022 |
Zhu, Rong |
An Information-theoretic Approach to Distribution Shifts
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2022 |
Federici, Marco |
Structure-Aware Random Fourier Kernel for Graphs
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2022 |
Fang, Jinyuan |
Improving Transferability of Representations via Augmentation-Aware Self-Supervision
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2022 |
Lee, Hankook |
The Implicit Bias of Minima Stability: A View from Function Space
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2022 |
Mulayoff, Rotem |
Robust Auction Design in the Auto-bidding World
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2022 |
Balseiro, Santiago |