Ilias Tsoumas
Identifiers
- name variant Ilias Tsoumas 0.60 · backfill
Papers (8)
- Positive-Unlabeled Learning for Control Group Construction in Observational Causal Inference cs.LG · 2025 · author #1
- Causal machine learning for sustainable agroecosystems cs.LG · 2024 · author #9
- Causality and Explainability for Trustworthy Integrated Pest Management cs.LG · 2023 · author #1
- Understanding the impacts of crop diversification in the context of climate change: a machine learning approach cs.LG · 2023 · author #2
- Evaluating Digital Agriculture Recommendations with Causal Inference cs.LG · 2022 · author #1
- Fuzzy clustering for the within-season estimation of cotton phenology cs.LG · 2022 · author #3
- Evaluating Digital Tools for Sustainable Agriculture using Causal Inference cs.LG · 2022 · author #1
- Pest presence prediction using interpretable machine learning cs.LG · 2022 · author #3
Mentions
- 2507.14528 #1 · arxiv_oai · confidence 0.70 Ilias Tsoumas
- 2408.13155 #9 · arxiv_oai · confidence 0.70 Ilias Tsoumas
- 2312.04343 #1 · arxiv_oai · confidence 0.70 Ilias Tsoumas
- 2307.08617 #2 · arxiv_oai · confidence 0.70 Ilias Tsoumas
- 2211.16938 #1 · arxiv_oai · confidence 0.70 Ilias Tsoumas
- 2211.14099 #3 · arxiv_oai · confidence 0.70 Ilias Tsoumas
- 2211.03195 #1 · arxiv_oai · confidence 0.70 Ilias Tsoumas
- 2205.07723 #3 · arxiv_oai · confidence 0.70 Ilias Tsoumas
Frequent Coauthors
- Charalampos Kontoes 7 shared papers
- Vasileios Sitokonstantinou 7 shared papers
- Ioannis Athanasiadis 5 shared papers
- Georgios Giannarakis 4 shared papers
- Alkiviadis Koukos 3 shared papers
- Dimitra Loka 2 shared papers
- Gustau Camps-Valls 2 shared papers
- Nikolaos Bartsotas 2 shared papers
- Andreas Kalogeras 1 shared papers
- Athanasios Askitopoulos 1 shared papers
- Christiana Papoutsa 1 shared papers
- Christos Athanassiou 1 shared papers
- Dimitrios Bormpoudakis 1 shared papers
- Diofantos Hadjimitsis 1 shared papers
- Emiliano D\'iaz Salas Porras 1 shared papers
- Evagelia Lampiri 1 shared papers
- Giulia Martini 1 shared papers
- Hannah Kerner 1 shared papers
- Jakob Zscheischler 1 shared papers
- Jordi Cerd\`a Bautista 1 shared papers