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2020 – today
- 2024
[c5]Myrl G. Marmarelis, Fred Morstatter, Aram Galstyan, Greg Ver Steeg:
Policy Learning for Localized Interventions from Observational Data. AISTATS 2024: 4456-4464- [c4]Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan, Fred Morstatter:
Ensembled Prediction Intervals for Causal Outcomes Under Hidden Confounding. CLeaR 2024: 18-40 - [c3]Negar Mokhberian, Myrl G. Marmarelis, Frederic R. Hopp, Valerio Basile, Fred Morstatter, Kristina Lerman:
Capturing Perspectives of Crowdsourced Annotators in Subjective Learning Tasks. NAACL-HLT 2024: 7337-7349 - 2023
- [c2]Elizabeth Haddad
, Myrl G. Marmarelis, Talia M. Nir, Aram Galstyan, Greg Ver Steeg, Neda Jahanshad:
Causal Sensitivity Analysis for Hidden Confounding: Modeling the Sex-Specific Role of Diet on the Aging Brain. MLCN@MICCAI 2023: 91-101 - [c1]Myrl G. Marmarelis, Elizabeth Haddad, Andrew Jesson, Neda Jahanshad, Aram Galstyan, Greg Ver Steeg:
Partial identification of dose responses with hidden confounders. UAI 2023: 1368-1379 - [i4]Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan, Fred Morstatter:
Tighter Prediction Intervals for Causal Outcomes Under Hidden Confounding. CoRR abs/2306.09520 (2023) - [i3]Negar Mokhberian, Myrl G. Marmarelis, Frederic R. Hopp, Valerio Basile, Fred Morstatter, Kristina Lerman:
Capturing Perspectives of Crowdsourced Annotators in Subjective Learning Tasks. CoRR abs/2311.09743 (2023) - 2022
- [j1]Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan:
A Metric Space for Point Process Excitations. J. Artif. Intell. Res. 73 (2022) - [i2]Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan:
Bounding the Effects of Continuous Treatments for Hidden Confounders. CoRR abs/2204.11206 (2022) - 2020
- [i1]Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan:
Event Cartography: Latent Point Process Embeddings. CoRR abs/2005.02515 (2020)
Coauthor Index
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