Valentyn Melnychuk

5

Papers

46

Total Citations

Papers (5)

Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation

Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation

Differentially private learners for heterogeneous treatment effects

Treatment Effect Estimation for Optimal Decision-Making

NeurIPS 2025arXiv

Fair Off-Policy Learning from Observational Data