Application Areas

The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World NeurIPS 2022 The Effectiveness of Masked Language Modeling and Adapters for Factual Knowledge Injection COLING 2022 The Effects of Regularization and Data Augmentation are Class Dependent NeurIPS 2022 The Effects of Reward Misspecification: Mapping and Mitigating Misaligned Models ICLR 2022 The Efficiency Misnomer ICLR 2022 The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning ICML 2022 The HCCL System for the NIST SRE21 Interspeech 2022 The Hitchhiker's Guide to Prior-Shift Adaptation WACV 2022 The Impact of Differential Privacy on Group Disparity Mitigation NAACL 2022 The Implicit Values of a Good Hand Shake: Handheld Multi-Frame Neural Depth Refinement CVPR 2022 The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains EMNLP 2022 The Importance of Future Information in Credit Card Fraud Detection AISTATS 2022 The lack of theory is painful: Modeling Harshness in Peer Review Comments AACL 2022 The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs AACL 2022 The Limits of Word Level Differential Privacy NAACL 2022 The Majority Can Help the Minority: Context-Rich Minority Oversampling for Long-Tailed Classification CVPR 2022 The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization CVPR 2022 The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models EMNLP 2022 Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models NAACL 2022 The patient is more dead than alive: exploring the current state of the multi-document summarisation of the biomedical literature ACL 2022 "The Pedestrian Next to the Lamppost" Adaptive Object Graphs for Better Instantaneous Mapping CVPR 2022 The Poisson Binomial Mechanism for Unbiased Federated Learning with Secure Aggregation ICML 2022 The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift NeurIPS 2022 The price of unfairness in linear bandits with biased feedback NeurIPS 2022 The Privacy Onion Effect: Memorization is Relative NeurIPS 2022