Myrl G. Marmarelis

13 papers A 3Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Estimating Causal Effects of Text Interventions Leveraging LLMs.
IJCNLP-AACL (Findings)
Siyi Guo, Myrl G. Marmarelis, Fred Morstatter, Kristina Lerman
2025 A conf
Off-policy Predictive Control with Causal Sensitivity Analysis.
UAI
Myrl G. Marmarelis, Ali Hasan, Kamyar Azizzadenesheli, R. Michael Alvarez, Anima Anandkumar
2024 — conf
Capturing Perspectives of Crowdsourced Annotators in Subjective Learning Tasks.
NAACL-HLT
Negar Mokhberian, Myrl G. Marmarelis, Frederic R. Hopp, Valerio Basile, Fred Morstatter, Kristina Lerman
2024 — conf
Ensembled Prediction Intervals for Causal Outcomes Under Hidden Confounding.
CLeaR
Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan, Fred Morstatter
2024 J jnl
Estimating Causal Effects of Text Interventions Leveraging LLMs.
CoRR
Siyi Guo, Myrl G. Marmarelis, Fred Morstatter, Kristina Lerman
2024 A conf
Policy Learning for Localized Interventions from Observational Data.
AISTATS
Myrl G. Marmarelis, Fred Morstatter, Aram Galstyan, Greg Ver Steeg
2023 J jnl
Capturing Perspectives of Crowdsourced Annotators in Subjective Learning Tasks.
CoRR
Negar Mokhberian, Myrl G. Marmarelis, Frederic R. Hopp, Valerio Basile, Fred Morstatter, Kristina Lerman
2023 — conf
Causal Sensitivity Analysis for Hidden Confounding: Modeling the Sex-Specific Role of Diet on the Aging Brain.
MLCN@MICCAI
Elizabeth Haddad, Myrl G. Marmarelis, Talia M. Nir, Aram Galstyan, Greg Ver Steeg, Neda Jahanshad
2023 A conf
Partial identification of dose responses with hidden confounders.
UAI
Myrl G. Marmarelis, Elizabeth Haddad, Andrew Jesson, Neda Jahanshad, Aram Galstyan, Greg Ver Steeg
2023 J jnl
Tighter Prediction Intervals for Causal Outcomes Under Hidden Confounding.
CoRR
Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan, Fred Morstatter
2022 J jnl
A Metric Space for Point Process Excitations.
J. Artif. Intell. Res.
Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan
2022 J jnl
Bounding the Effects of Continuous Treatments for Hidden Confounders.
CoRR
Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan
2020 J jnl
Event Cartography: Latent Point Process Embeddings.
CoRR
Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan