Application Areas

Differentially private multi-party data release for linear regression UAI 2022 Differentially Private Normalizing Flows for Synthetic Tabular Data Generation AAAI 2022 Differentially Private Online-to-batch for Smooth Losses NeurIPS 2022 Differentially Private Regression with Unbounded Covariates AISTATS 2022 Differentially Private Regret Minimization in Episodic Markov Decision Processes AAAI 2022 Differentially private SGDA for minimax problems UAI 2022 Differential privacy and robust statistics in high dimensions COLT 2022 Differential privacy for symmetric log-concave mechanisms AISTATS 2022 Differential Privacy in Natural Language Processing: The Story So Far NAACL 2022 Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning EMNLP 2022 DigiCall: A Benchmark for Measuring the Maturity of Digital Strategy through Company Earning Calls EMNLP 2022 Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder EMNLP 2022 Dim Wihl Gat Tun: The Case for Linguistic Expertise in NLP for Under-Documented Languages ACL 2022 DINE: Domain Adaptation From Single and Multiple Black-Box Predictors CVPR 2022 DiPCAN: Distilling Privileged Information for Crowd-Aware Navigation RSS 2022 DiPS: Differentiable Policy for Sketching in Recommender Systems AAAI 2022 DiRe Committee : Diversity and Representation Constraints in Multiwinner Elections IJCAI 2022 Direct Behavior Specification via Constrained Reinforcement Learning ICML 2022 Directed speech separation for automatic speech recognition of long form conversational speech Interspeech 2022 Directional Self-Supervised Learning for Heavy Image Augmentations CVPR 2022 Directions for NLP Practices Applied to Online Hate Speech Detection EMNLP 2022 DIRL: Domain-Invariant Representation Learning for Generalizable Semantic Segmentation AAAI 2022 Disambiguation of morpho-syntactic features of African American English – the case of habitual be ACL 2022 Discovering and Overcoming Limitations of Noise-engineered Data-free Knowledge Distillation NeurIPS 2022 Discrepancy-Based Active Learning for Domain Adaptation ICLR 2022