Distributionally robust policy evaluation and learning in offline contextual bandits
- Nian Si
- Fan Zhang
- et al.
- 2020
- ICML 2020
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697 results for Trustworthy AI
DBA: Distributed Backdoor Attacks against Federated Learning
- Chulin Xie
- Keli Huang
- et al.
- 2020
- ICLR 2020
Building calibrated deep models via uncertainty matching with auxiliary interval predictors
- Jayaraman J. Thiagarajan
- Bindya Venkatesh
- et al.
- 2020
- AAAI 2020
Towards query-efficient black-box adversary with zeroth-order natural gradient descent
- Pu Zhao
- Pin-Yu Chen
- et al.
- 2020
- AAAI 2020
Crowd counting with decomposed uncertainty
- Min Hwan Oh
- Peder Olsen
- et al.
- 2020
- AAAI 2020
CAG: A real-time low-cost enhanced-robustness high-transferability content-aware adversarial attack generator
- Huy Phan
- Yi Xie
- et al.
- 2020
- AAAI 2020
Seq2sick: Evaluating the robustness of sequence-to-sequence models with adversarial examples
- Minhao Cheng
- Jinfeng Yi
- et al.
- 2020
- AAAI 2020
Adversarial self-defense for cycle-consistent GANs
- Dina Bashkirova
- Ben Usman
- et al.
- 2019
- NeurIPS 2019
ZO-AdaMM: Zeroth-order adaptive momentum method for black-box optimization
- Xiangyi Chen
- Sijia Liu
- et al.
- 2019
- NeurIPS 2019
Tight certificates of adversarial robustness for randomly smoothed classifiers
- Guang He Lee
- Yang Yuan
- et al.
- 2019
- NeurIPS 2019