Ang Li

22 papers A* 7A 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
General sample size analysis for probabilities of causation: a delta method approach.
CoRR
Tianyuan Cheng, Ruirui Mao, Judea Pearl, Ang Li
2025 J jnl
Learning Probabilities of Causation from Finite Population Data.
CoRR
Shuai Wang, Song Jiang, Yizhou Sun, Judea Pearl, Ang Li
2024 A* conf
Probabilities of Causation with Nonbinary Treatment and Effect.
AAAI
Ang Li, Judea Pearl
2024 A* conf
Unit Selection with Nonbinary Treatment and Effect.
AAAI
Ang Li, Judea Pearl
2023 J jnl
Epsilon-Identifiability of Causal Quantities.
CoRR
Ang Li, Scott Mueller, Judea Pearl
2023 A conf
Probabilities of Causation: Role of Observational Data.
AISTATS
Ang Li, Judea Pearl
2022 A* conf
Bounds on Causal Effects and Application to High Dimensional Data.
AAAI
Ang Li, Judea Pearl
2022 A* conf
Causes of Effects: Learning Individual Responses from Population Data.
IJCAI
Scott Mueller, Ang Li, Judea Pearl
2022 J jnl
Learning Probabilities of Causation from Finite Population Data.
CoRR
Ang Li, Song Jiang, Yizhou Sun, Judea Pearl
2022 J jnl
Probabilities of Causation with Nonbinary Treatment and Effect.
CoRR
Ang Li, Judea Pearl
2022 J jnl
Probabilities of Causation: Adequate Size of Experimental and Observational Samples.
CoRR
Ang Li, Ruirui Mao, Judea Pearl
2022 J jnl
Probabilities of Causation: Role of Observational Data.
CoRR
Ang Li, Judea Pearl
2022 A* conf
Unit Selection with Causal Diagram.
AAAI
Ang Li, Judea Pearl
2022 J jnl
Unit Selection with Nonbinary Treatment and Effect.
CoRR
Ang Li, Judea Pearl
2022 J jnl
Unit Selection: Case Study and Comparison with A/B Test Heuristic.
CoRR
Ang Li, Judea Pearl
2022 J jnl
Unit Selection: Learning Benefit Function from Finite Population Data.
CoRR
Ang Li, Song Jiang, Yizhou Sun, Judea Pearl
2021 J jnl
Bounds on Causal Effects and Application to High Dimensional Data.
CoRR
Ang Li, Judea Pearl
2021 J jnl
Causes of Effects: Learning individual responses from population data.
CoRR
Scott Mueller, Ang Li, Judea Pearl
2021 J jnl
Unit Selection with Causal Diagram.
CoRR
Ang Li, Judea Pearl
2020 — conf
Training Machine Learning Models With Causal Logic.
WWW (Companion Volume)
Ang Li, Suming J. Chen, Jingzheng Qin, Zhen Qin
2019 A* conf
Unit Selection Based on Counterfactual Logic.
IJCAI
Ang Li, Judea Pearl
2013 A* conf
Efficient Learning in Linearly Solvable MDP Models.
IJCAI
Ang Li, Paul R. Schrater