Elhadad, Noemie

12 publications

MLHC 2025 ADHAM: Additive Deep Hazard Analysis Mixtures for Interpretable Survival Regression Mert Ketenci, Vincent Jeanselme, Harry Reyes Nieva, Shalmali Joshi, Noémie Elhadad

UAI 2025 Accurate and Scalable Stochastic Gaussian Process Regression via Learnable Coreset-Based Variational Inference Mert Ketenci, Adler J Perotte, Noémie Elhadad, Iñigo Urteaga

MLHC 2023 A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course Summarization Griffin Adams, Jason Zuckerg, Nóemie Elhadad

MLHC 2023 Maximum Likelihood Estimation of Flexible Survival Densities with Importance Sampling Mert Ketenci, Shreyas Bhave, Noemie Elhadad, Adler Perotte

MLHC 2021 A Generative Modeling Approach to Calibrated Predictions: A Use Case on Menstrual Cycle Length Prediction Inigo Urteaga, Kathy Li, Amanda Shea, Virginia J. Vitzthum, Chris H. Wiggins, Noemie Elhadad

MLHC 2019 Multi-Task Gaussian Processes and Dilated Convolutional Networks for Reconstruction of Reproductive Hormonal Dynamics Iñigo Urteaga, Tristan Bertin, Theresa M. Hardy, David J. Albers, Noémie Elhadad

MLHC 2018 Deep Survival Analysis: Nonparametrics and Missingness Xenia Miscouridou, Adler Perotte, Noemie Elhadad, Rajesh Ranganath

MLHC 2016 Deep Survival Analysis Rajesh Ranganath, Adler Perotte, Noémie Elhadad, David Blei

UAI 2015 The Survival Filter: Joint Survival Analysis with a Latent Time Series Rajesh Ranganath, Adler J. Perotte, Noémie Elhadad, David M. Blei

NeurIPS 2011 Hierarchically Supervised Latent Dirichlet Allocation Adler J. Perotte, Frank Wood, Noemie Elhadad, Nicholas Bartlett

AAAI 2004 User-Sensitive Text Summarization Noemie Elhadad

JAIR 2002 Inferring Strategies for Sentence Ordering in Multidocument News Summarization Regina Barzilay, Noemie Elhadad, Kathleen R. McKeown