Stojanov, Petar

9 publications

ICLR 2025 Causal Representation Learning from Multimodal Biomedical Observations Yuewen Sun, Lingjing Kong, Guangyi Chen, Loka Li, Gongxu Luo, Zijian Li, Yixuan Zhang, Yujia Zheng, Mengyue Yang, Petar Stojanov, Eran Segal, Eric P. Xing, Kun Zhang

ICLR 2024 Gene Regulatory Network Inference in the Presence of Dropouts: A Causal View Haoyue Dai, Ignavier Ng, Gongxu Luo, Peter Spirtes, Petar Stojanov, Kun Zhang

NeurIPS 2024 Towards Understanding Extrapolation: A Causal Lens Lingjing Kong, Guangyi Chen, Petar Stojanov, Haoxuan Li, Eric P. Xing, Kun Zhang

ICML 2022 Partial Disentanglement for Domain Adaptation Lingjing Kong, Shaoan Xie, Weiran Yao, Yujia Zheng, Guangyi Chen, Petar Stojanov, Victor Akinwande, Kun Zhang

NeurIPS 2021 Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? Petar Stojanov, Zijian Li, Mingming Gong, Ruichu Cai, Jaime G. Carbonell, Kun Zhang

NeurIPS 2020 Domain Adaptation as a Problem of Inference on Graphical Models Kun Zhang, Mingming Gong, Petar Stojanov, Biwei Huang, Qingsong Liu, Clark Glymour

AISTATS 2019 Data-Driven Approach to Multiple-Source Domain Adaptation Petar Stojanov, Mingming Gong, Jaime Carbonell, Kun Zhang

AISTATS 2019 Low-Dimensional Density Ratio Estimation for Covariate Shift Correction Petar Stojanov, Mingming Gong, Jaime Carbonell, Kun Zhang

NeurIPSW 2019 On Domain Transfer When Predicting Intent in Text Petar Stojanov, Ahmed Hassan Awadallah, Paul Bennett, Saghar Hosseini