Ivana Malenica

According to our database, Ivana Malenica authored at least 7 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Multi-task Highly Adaptive Lasso.

Ivana Malenica, Rachael V. Phillips, Daniel Lazzareschi, Jeremy R. Coyle, Romain Pirracchio, Mark J. van der Laan

CoRR, 2023

Anytime-valid inference in N-of-1 trials.

Ivana Malenica, Yongyi Guo, Kyra Gan, Stefan Konigorski

Proceedings of the Machine Learning for Health, 2023

2022

Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare.

Jean Feng, Rachael V. Phillips, Ivana Malenica, Andrew Bishara, Alan E. Hubbard, Leo A. Celi, Romain Pirracchio

npj Digit. Medicine, 2022

2021

Personalized Online Machine Learning.

Ivana Malenica, Rachael V. Phillips, Romain Pirracchio, Antoine Chambaz, Alan E. Hubbard, Mark J. van der Laan

CoRR, 2021

Adaptive Sequential Design for a Single Time-Series.

Ivana Malenica, Aurélien Bibaut, Mark J. van der Laan

CoRR, 2021

2019

More Efficient Off-Policy Evaluation through Regularized Targeted Learning.

Aurélien Bibaut, Ivana Malenica, Nikos Vlassis, Mark J. van der Laan

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Robust Estimation of Data-Dependent Causal Effects based on Observing a Single Time-Series.

Mark J. van der Laan, Ivana Malenica

CoRR, 2018