Robustness to Unbounded Smoothness of Generalized SignSGD
- Michael Crawshaw
- Mingrui Liu
- et al.
- 2022
- NeurIPS 2022
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Redeeming Intrinsic Rewards via Constrained Optimization
- Eric Chen
- Zhang-Wei Hong
- et al.
- 2022
- NeurIPS 2022
Hierarchical Lattice Layer for Partially Monotone Neural Networks
- Hiroki Yanagisawa
- Kohei Miyaguchi
- et al.
- 2022
- NeurIPS 2022
Distributional Reinforcement Learning for Risk-Sensitive Policies
- Shiau Hong Lim
- Ilyas Malik
- 2022
- NeurIPS 2022
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation
- Weichao Mao
- Haoran Qiu
- et al.
- 2022
- NeurIPS 2022
Advancing Model Pruning via Bi-level Optimization
- Yihua Zhang
- Yuguang Yao
- et al.
- 2022
- NeurIPS 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations
- Ximeng Sun
- Ping Hu
- et al.
- 2022
- NeurIPS 2022
Compositional generalization through abstract representations in human and artificial neural networks
- Takuya Ito
- Tim Klinger
- et al.
- 2022
- NeurIPS 2022
Accelerating Certified Robustness Training via Knowledge Transfer
- Pratik Vaishnavi
- Kevin Eykholt
- et al.
- 2022
- NeurIPS 2022
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
- Prasanna Sattigeri
- Soumya Ghosh
- et al.
- 2022
- NeurIPS 2022