Pasha Khosravi

12 papers A* 4Journal 7
YearRankTypeTitle / Venue / Authors
2023 — —
Applications of Probabilistic Reasoning in Trustworthy AI: From Handling Missing Data to Explainability
Pasha Khosravi
2023 J jnl
Generating High Fidelity Synthetic Data via Coreset selection and Entropic Regularization.
CoRR
Omead Pooladzandi, Pasha Khosravi, Erik Nijkamp, Baharan Mirzasoleiman
2022 J jnl
Multi-SANA: Comparing Measures of Topological Similarity for Multiple Network Alignment.
IEEE Trans. Evol. Comput.
Shiyue Rong, Weisheng Wang, Viet Ly, Pasha Khosravi, William C. Wu, Jing Chen, Wayne B. Hayes
2022 J jnl
Sales Channel Optimization via Simulations Based on Observational Data with Delayed Rewards: A Case Study at LinkedIn.
CoRR
Diana M. Negoescu, Pasha Khosravi, Shadow Zhao, Nanyu Chen, Parvez Ahammad, Humberto González
2021 A* conf
Juice: A Julia Package for Logic and Probabilistic Circuits.
AAAI
Meihua Dang, Pasha Khosravi, Yitao Liang, Antonio Vergari, Guy Van den Broeck
2021 A* conf
Probabilistic Sufficient Explanations.
IJCAI
Eric Wang, Pasha Khosravi, Guy Van den Broeck
2021 J jnl
Probabilistic Sufficient Explanations.
CoRR
Eric Wang, Pasha Khosravi, Guy Van den Broeck
2020 J jnl
Handling Missing Data in Decision Trees: A Probabilistic Approach.
CoRR
Pasha Khosravi, Antonio Vergari, YooJung Choi, Yitao Liang, Guy Van den Broeck
2019 A* conf
On Tractable Computation of Expected Predictions.
NeurIPS
Pasha Khosravi, YooJung Choi, Yitao Liang, Antonio Vergari, Guy Van den Broeck
2019 J jnl
On Tractable Computation of Expected Predictions.
CoRR
Pasha Khosravi, YooJung Choi, Yitao Liang, Antonio Vergari, Guy Van den Broeck
2019 A* conf
What to Expect of Classifiers? Reasoning about Logistic Regression with Missing Features.
IJCAI
Pasha Khosravi, Yitao Liang, YooJung Choi, Guy Van den Broeck
2019 J jnl
What to Expect of Classifiers? Reasoning about Logistic Regression with Missing Features.
CoRR
Pasha Khosravi, Yitao Liang, YooJung Choi, Guy Van den Broeck