Dengdeng Yu

4 papers · 2022–2022 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) AAAI (1) JMLR (1)

Top co-authors

Bei Jiang (2) Meichen Liu (2) Linglong Kong (2) Lei Ding (2) Wulong Liu (1) Mohan Zhang (1) Matthew Poon (1) Hongsheng Dai (1) Yang Zhou (1) Dehan Kong (1)

Research topics

Machine Learning (4) Application Areas (3) Artificial Intelligence (2) Core AI (2) Core Methods (2) Mathematics & Optimization (1) Reinforcement Learning (1) Applications (1) Learning Types (1) Mathematics (1)

Keywords

causal inference (1) deep reinforcement learning (1) algorithmic fairness (1) offline reinforcement learning (1) conformal prediction (1) principal component analysis (1) natural language processing (1) model-based learning (1) model predictive control (1) low-rank approximation (1) quantile regression (1) nonparametric regression (1) model-based reinforcement learning (1) prediction interval (1) semantic preservation (1) word embedding (1) demographic parity (1) model-free learning (1) multivariate response (1) gender bia (1)

Papers

Conformalized Fairness via Quantile Regression NeurIPS 2022 Nonparametric Principal Subspace Regression JMLR 2022 SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments NeurIPS 2022 Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving AAAI 2022