Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning
- Syed Zawad
- Ahsan Ali
- et al.
- 2021
- AAAI 2021
Publications
822 results for Trustworthy AI
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text
- Nishtha Madaan
- Inkit Padhi
- et al.
- 2021
- AAAI 2021
Adaptive Verifiable Training Using Pairwise Class Similarity
- Shiqi Wang
- Kevin Eykholt
- et al.
- 2021
- AAAI 2021
Self-Progressing Robust Training
- Minhao Cheng
- Pin-Yu Chen
- et al.
- 2021
- AAAI 2021
Learning Prediction Intervals for Model Performance
- Benjamin Elder
- Matthew Arnold
- et al.
- 2021
- AAAI 2021
Differentially Private Stochastic Coordinate Descent
- Georgios Damaskinos
- Celestine Mendler-Dünner
- et al.
- 2021
- AAAI 2021
Fake it Till You Make it: Self-Supervised Semantic Shifts for Monolingual Word Embedding Tasks
- Maurício Gruppi
- Sibel Adalı
- et al.
- 2021
- AAAI 2021
VEGA: a Virtual Environment for Exploring Gender Bias vs. Accuracy Trade-offs in AI Translation Services
- Mariana Bernagozzi
- Biplav Srivastava
- et al.
- 2021
- AAAI 2021
Addressing Unique Fairness Obstacles within Federated Learning
- Annie Abay
- Ebube Chuba
- et al.
- 2021
- AAAI 2021
Automated Evaluation of Representation in Dermatology Educational Materials
- Girmaw Abebe Tadesse
- Hannah Kim
- et al.
- 2021
- AAAI 2021