Application Areas

Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models Interspeech 2022 “Devils Are in the Details”: Annotating Specificity of Clinical Advice from Medical Literature NAACL 2022 D-GCCA: Decomposition-based Generalized Canonical Correlation Analysis for Multi-view High-dimensional Data JMLR 2022 Diagnosing failures of fairness transfer across distribution shift in real-world medical settings NeurIPS 2022 DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022 DialogueGAT: A Graph Attention Network for Financial Risk Prediction by Modeling the Dialogues in Earnings Conference Calls EMNLP 2022 DiBiMT: A Novel Benchmark for Measuring Word Sense Disambiguation Biases in Machine Translation ACL 2022 Differentiable Scaffolding Tree for Molecule Optimization ICLR 2022 Differentially Private Approximate Quantiles ICML 2022 Differentially Private Community Detection for Stochastic Block Models ICML 2022 Differentially Private Coordinate Descent for Composite Empirical Risk Minimization ICML 2022 Differentially Private Covariance Revisited NeurIPS 2022 Differentially Private Densest Subgraph AISTATS 2022 Differentially Private Estimation of Heterogeneous Causal Effects CLeaR 2022 Differentially Private Federated Learning on Heterogeneous Data AISTATS 2022 Differentially Private Federated Learning With Local Regularization and Sparsification CVPR 2022 Differentially Private Generalized Linear Models Revisited NeurIPS 2022 Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRank NeurIPS 2022 Differentially Private Histograms under Continual Observation: Streaming Selection into the Unknown AISTATS 2022 Differentially Private Language Models for Secure Data Sharing EMNLP 2022 Differentially Private Learning Needs Hidden State (Or Much Faster Convergence) NeurIPS 2022 Differentially Private Learning with Margin Guarantees NeurIPS 2022 Differentially Private Linear Sketches: Efficient Implementations and Applications NeurIPS 2022 Differentially Private Maximal Information Coefficients ICML 2022 Differentially Private Model Compression NeurIPS 2022