Petar Stojanov

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Directed Graphical Models

Relational Dependency Networks

Domain Adaptation

Covariate Shift

Top Venues

Publications

Haoyue Dai, Ignavier Ng, Gongxu Luo, Peter Spirtes, Petar Stojanov, Kun Zhang
Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View. ICLR (2024)
Haoyue Dai, Ignavier Ng, Gongxu Luo, Peter Spirtes, Petar Stojanov, Kun Zhang
Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View. CoRR (2024)
Lingjing Kong, Shaoan Xie, Weiran Yao, Yujia Zheng, Guangyi Chen, Petar Stojanov, Victor Akinwande, Kun Zhang
Partial Identifiability for Domain Adaptation. CoRR (2023)
Lingjing Kong, Shaoan Xie, Weiran Yao, Yujia Zheng, Guangyi Chen, Petar Stojanov, Victor Akinwande, Kun Zhang
Partial disentanglement for domain adaptation. ICML (2022)
Mingming Gong, Peng Liu, Frank C. Sciurba, Petar Stojanov, Dacheng Tao, George C. Tseng, Kun Zhang, Kayhan Batmanghelich
Unpaired data empowers association tests. Bioinform. 37 (6) (2021)
Petar Stojanov, Zijian Li, Mingming Gong, Ruichu Cai, Jaime G. Carbonell, Kun Zhang
Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? NeurIPS (2021)
Kun Zhang, Mingming Gong, Petar Stojanov, Biwei Huang, Qingsong Liu, Clark Glymour
Domain Adaptation as a Problem of Inference on Graphical Models. NeurIPS (2020)
Kun Zhang, Mingming Gong, Petar Stojanov, Biwei Huang, Clark Glymour
Domain Adaptation As a Problem of Inference on Graphical Models. CoRR (2020)
Petar Stojanov, Mingming Gong, Jaime G. Carbonell, Kun Zhang
Data-Driven Approach to Multiple-Source Domain Adaptation. AISTATS (2019)
Petar Stojanov, Mingming Gong, Jaime G. Carbonell, Kun Zhang
Low-Dimensional Density Ratio Estimation for Covariate Shift Correction. AISTATS (2019)
Matthew Ruffalo, Petar Stojanov, Venkata Krishna Pillutla, Rohan Varma, Ziv Bar-Joseph
Reconstructing cancer drug response networks using multitask learning. BMC Syst. Biol. 11 (1) (2017)