Publications

1. New! S. Gao, R. Addanki, T. Yu, R. A. Rossi, Q. Song, M. Kocaoglu, “Stationarity-Aware Causal Discovery in Time Series via Minimal Separating Sets” is accepted at AISTATS’26.

2. S. Gao, R. Addanki, T. Yu, R. A. Rossi, M. Kocaoglu, “Causal Discovery-Driven Change Point Detection in Time Series” is accepted at AISTATS’25. 

3. S. Gao, R. Addanki, T. Yu, R. A. Rossi, M. Kocaoglu, “Causal Discovery in Semi-Stationary Time Series,” to appear in Proc. of NeurIPS’23, New Orleans, LA, USA, Dec. 2023. 

This paper was delivered as an oral presentation during the CI4TS workshop (link) at UAI'23, Pittsburgh, PA, USA, Aug. 2023.