Amir Asiaee

13 papers Journal 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CausalWrap: Model-Agnostic Causal Constraint Wrappers for Tabular Synthetic Data. CoRR Amir Asiaee, Zhuohui J. Liang, Chao Yan
2026	J	`jnl`	Efficient Discovery of Approximate Causal Abstractions via Neural Mechanism Sparsification. CoRR Amir Asiaee
2026	J	`jnl`	Fairness Under Group-Conditional Prior Probability Shift: Invariance, Drift, and Target-Aware Post-Processing. CoRR Amir Asiaee, Kaveh Aryan
2026	J	`jnl`	Fix Representation (Optimally) Before Fairness: Finite-Sample Shrinkage Population Correction and the True Price of Fairness Under Subpopulation Shift. CoRR Amir Asiaee, Kaveh Aryan
2026	J	`jnl`	Improving RCT-Based Treatment Effect Estimation Under Covariate Mismatch via Calibrated Alignment. CoRR Amir Asiaee, Samhita Pal
2026	J	`jnl`	Noise-Calibrated Inference from Differentially Private Sufficient Statistics in Exponential Families. CoRR Amir Asiaee, Samhita Pal
2026	J	`jnl`	PRISM: Differentially Private Synthetic Data with Structure-Aware Budget Allocation for Prediction. CoRR Amir Asiaee, Chao Yan, Zachary B. Abrams, Bradley A. Malin
2026	J	`jnl`	Partial Causal Structure Learning for Valid Selective Conformal Inference under Interventions. CoRR Amir Asiaee, Kavey Aryan, James P. Long
2026	J	`jnl`	Projected Boosting with Fairness Constraints: Quantifying the Cost of Fair Training Distributions. CoRR Amir Asiaee, Kaveh Aryan
2026	J	`jnl`	Risk-Equalized Differentially Private Synthetic Data: Protecting Outliers by Controlling Record-Level Influence. CoRR Amir Asiaee, Chao Yan, Zachary B. Abrams, Bradley A. Malin
2025	J	`jnl`	AUPRC: a metric for evaluating the performance of Briefings Bioinform. Hongxu Zhu, Amir Asiaee, Leila Azinfar, Jun Li, Han Liang, Ehsan Irajizad, Kim-Anh Do, James P. Long
2025	J	`jnl`	Causal Discovery with Mixed Latent Confounding via Precision Decomposition. CoRR Amir Asiaee, Samhita Pal, James O'Quinn, James P. Long
2025	J	`jnl`	DAG DECORation: Continuous Optimization for Structure Learning under Hidden Confounding. CoRR Samhita Pal, James O'Quinn, Kaveh Aryan, Heather Pua, James P. Long, Amir Asiaee