Myrl G. Marmarelis

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Prediction Intervals

Confidence Level

Top Venues

J. Artif. Intell. Res.

Publications

Myrl G. Marmarelis, Fred Morstatter, Aram Galstyan, Greg Ver Steeg
Policy Learning for Localized Interventions from Observational Data. AISTATS (2024)
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)
Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan, Fred Morstatter
Ensembled Prediction Intervals for Causal Outcomes Under Hidden Confounding. CLeaR (2024)
Myrl G. Marmarelis, Elizabeth Haddad, Andrew Jesson, Neda Jahanshad, Aram Galstyan, Greg Ver Steeg
Partial identification of dose responses with hidden confounders. UAI (2023)
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)
Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan, Fred Morstatter
Tighter Prediction Intervals for Causal Outcomes Under Hidden Confounding. CoRR (2023)
Negar Mokhberian, Myrl G. Marmarelis, Frederic R. Hopp, Valerio Basile, Fred Morstatter, Kristina Lerman
Capturing Perspectives of Crowdsourced Annotators in Subjective Learning Tasks. CoRR (2023)
Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan
A Metric Space for Point Process Excitations. J. Artif. Intell. Res. 73 (2022)
Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan
Bounding the Effects of Continuous Treatments for Hidden Confounders. CoRR (2022)
Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan
Event Cartography: Latent Point Process Embeddings. CoRR (2020)