| Collaboration Challenges in Building ML-Enabled Systems: Communication, Documentation, Engineering, and Process | Oct 19, 2021 | Fairness | —Unverified | 0 |
| Electricity Tariff Design via Lens of Energy Justice | Oct 19, 2021 | Fairness | —Unverified | 0 |
| AequeVox: Automated Fairness Testing of Speech Recognition Systems | Oct 19, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Fair Tree Classifier using Strong Demographic Parity | Oct 18, 2021 | AttributeClassification | CodeCode Available | 0 |
| Don't Judge Me by My Face : An Indirect Adversarial Approach to Remove Sensitive Information From Multimodal Neural Representation in Asynchronous Job Video Interviews | Oct 18, 2021 | Decision MakingFairness | —Unverified | 0 |
| Developing a novel fair-loan-predictor through a multi-sensitive debiasing pipeline: DualFair | Oct 17, 2021 | Fairness | CodeCode Available | 0 |
| Poisoning Attacks on Fair Machine Learning | Oct 17, 2021 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Dynamic Slimmable Denoising Network | Oct 17, 2021 | DenoisingFairness | —Unverified | 0 |
| Nothing Wasted: Full Contribution Enforcement in Federated Edge Learning | Oct 15, 2021 | AllEdge-computing | —Unverified | 0 |
| GrowSpace: Learning How to Shape Plants | Oct 15, 2021 | FairnessReinforcement Learning (RL) | —Unverified | 0 |
| MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining | Oct 15, 2021 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Making Corgis Important for Honeycomb Classification: Adversarial Attacks on Concept-based Explainability Tools | Oct 14, 2021 | Adversarial AttackFairness | —Unverified | 0 |
| SAR-Net: A Scenario-Aware Ranking Network for Personalized Fair Recommendation in Hundreds of Travel Scenarios | Oct 13, 2021 | FairnessMarketing | —Unverified | 0 |
| Logic Constraints to Feature Importances | Oct 13, 2021 | DiagnosticFairness | —Unverified | 0 |
| Recommending POIs for Tourists by User Behavior Modeling and Pseudo-Rating | Oct 13, 2021 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Deciding What's Fair: Challenges of Applying Reinforcement Learning in Online Marketplaces | Oct 12, 2021 | Fairnessreinforcement-learning | —Unverified | 0 |
| The Rich Get Richer: Disparate Impact of Semi-Supervised Learning | Oct 12, 2021 | FairnessPseudo Label | CodeCode Available | 0 |
| Zero-bias Deep Neural Network for Quickest RF Signal Surveillance | Oct 12, 2021 | FairnessIncremental Learning | —Unverified | 0 |
| Intriguing Properties of Input-dependent Randomized Smoothing | Oct 11, 2021 | Fairness | —Unverified | 0 |
| Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting | Oct 11, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Distinguishing rule- and exemplar-based generalization in learning systems | Oct 8, 2021 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 |
| Fair Regression under Sample Selection Bias | Oct 8, 2021 | AttributeFairness | —Unverified | 0 |
| Certifying Robustness to Programmable Data Bias in Decision Trees | Oct 8, 2021 | Fairness | —Unverified | 0 |
| Measure Twice, Cut Once: Quantifying Bias and Fairness in Deep Neural Networks | Oct 8, 2021 | FairnessMulti-class Classification | —Unverified | 0 |
| Distributed Proximal Policy Optimization for Contention-Based Spectrum Access | Oct 7, 2021 | Fairness | —Unverified | 0 |
