Marta Soare

Statistics

Publications

Citations

143

H-Index

Active since

2014

Affiliations

Laboratoire d'Informatique Fondamentale de Lille(Current)

Aalto University

University of Helsinki

Marta Soare is an author at Laboratoire d'Informatique Fondamentale de Lille specializing in machine learning, computer science, and bandit algorithms.

ORCID

Publications per year

2014–2018

Publications

Best-Arm Identification in Linear Bandits

Marta Soare, Alessandro Lazaric, Rémi Munos · arXiv (Cornell University) · 2014 · 75 citations · Full text

Business, Computer Science, Decision Sciences +15

Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets

Luana Micallef, Iiris Sundin, Pekka Marttinen et al. · 2017 · 30 citations · Full text

Computing, Computer Science, Visualization +15

Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge

Iiris Sundin, Tomi Peltola, Luana Micallef et al. · Bioinformatics · 2018 · 17 citations · Full text

Computing, Computer Science, Oncology +14

Sequential Resource Allocation in Linear Stochastic Bandits

Marta Soare · LillOA (Université de Lille (University Of Lille)) · 2015 · 11 citations · Full text

Business, Decision Sciences, Decision Theory +14

Best-Arm Identification in Linear Bandits

Marta Soare, Alessandro Lazaric, Rémi Munos · LillOA (Université de Lille (University Of Lille)) · 2014 · 10 citations · Full text

Business, Computer Science, Decision Sciences +15

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