Culotta, Aron

13 publications

AAAI 2021 Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals Zhao Wang, Aron Culotta

AAAI 2019 When Do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception Using Individual Treatment Effect Estimation Zhao Wang, Aron Culotta

JAIR 2018 Robust Text Classification Under Confounding Shift Virgile Landeiro, Aron Culotta

IJCAI 2016 Cold-Start Recommendations for Audio News Stories Using Matrix Factorization Ehsan Mohammady Ardehaly, Aron Culotta, Vivek Sundararaman, Alwar Narayanan

IJCAI 2016 Domain Adaptation for Learning from Label Proportions Using Self-Training Ehsan Mohammady Ardehaly, Aron Culotta

JAIR 2016 Predicting Twitter User Demographics Using Distant Supervision from Website Traffic Data Aron Culotta, Nirmal Ravi Kumar, Jennifer Cutler

AAAI 2016 Robust Text Classification in the Presence of Confounding Bias Virgile Landeiro, Aron Culotta

AAAI 2015 Predicting the Demographics of Twitter Users from Website Traffic Data Aron Culotta, Nirmal Ravi Kumar, Jennifer Cutler

AAAI 2015 Using Matched Samples to Estimate the Effects of Exercise on Mental Health via Twitter Virgile Landeiro Dos Reis, Aron Culotta

AAAI 2014 Anytime Active Learning Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic

ICML 2011 SampleRank: Training Factor Graphs with Atomic Gradients Michael L. Wick, Khashayar Rohanimanesh, Kedar Bellare, Aron Culotta, Andrew McCallum

AAAI 2005 Reducing Labeling Effort for Structured Prediction Tasks Aron Culotta, Andrew McCallum

AAAI 2004 Interactive Information Extraction with Constrained Conditional Random Fields Trausti T. Kristjansson, Aron Culotta, Paul A. Viola, Andrew McCallum