Ivana Malenica

2 papers · 2019–2024 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (5) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (8)

Conferences

ICML (2)

Top co-authors

Nikos Vlassis (1) Aurelien Bibaut (1) Kyra Gan (1) Yaroslav Mukhin (1) Mark van der Laan (1) Brian M Cho (1)

Keywords

reinforcement learning (1) off-policy evaluation (1) variance reduction (1) risk estimation (1) convergence rate (1) doubly robust estimator (1) targeted maximum likelihood (1) targeted learning (1) doubly-robust estimator (1)

Papers

Kernel Debiased Plug-in Estimation: Simultaneous, Automated Debiasing without Influence Functions for Many Target Parameters ICML 2024

More Efficient Off-Policy Evaluation through Regularized Targeted Learning ICML 2019