Ivana Malenica

2 papers · 2019–2024 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

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)

Research topics

Machine Learning (1) Mathematics & Optimization (1) Reinforcement Learning (1) Application Areas (1) Learning Types (1) Methods (1) Optimization (1) Optimization & Theory (1)

Keywords

reinforcement learning (1) off-policy evaluation (1) reproducing kernel hilbert space (1) variance reduction (1) risk estimation (1) convergence rate (1) doubly robust estimator (1) targeted maximum likelihood (1) targeted learning (1) nonparametric estimator (1) kernel debiased plug-in estimation (1) plug-in bias (1) regularized likelihood maximization (1) targeted maximum likelihood estimation (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