Yoni Halpern

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 20

Top Topics

Probabilistic Modeling

Machine Learning

Emergency Department

Health Sciences

Top Venues

J. Am. Medical Informatics Assoc.

Int. J. Medical Informatics

Publications

Yueqi Wang, Yoni Halpern, Shuo Chang, Jingchen Feng, Elaine Ya Le, Longfei Li, Xujian Liang, Min-Cheng Huang, Shane Li, Alex Beutel, Yaping Zhang, Shuchao Bi
Learning from Negative User Feedback and Measuring Responsiveness for Sequential Recommenders. RecSys (2023)
Yueqi Wang, Yoni Halpern, Shuo Chang, Jingchen Feng, Elaine Ya Le, Longfei Li, Xujian Liang, Min-Cheng Huang, Shane Li, Alex Beutel, Yaping Zhang, Shuchao Bi
Learning from Negative User Feedback and Measuring Responsiveness for Sequential Recommenders. CoRR (2023)
Alexandru Tifrea, Preethi Lahoti, Ben Packer, Yoni Halpern, Ahmad Beirami, Flavien Prost
FRAPPÉ: A Post-Processing Framework for Group Fairness Regularization. CoRR (2023)
Maggie Makar, Ben Packer, Dan Moldovan, Davis Blalock, Yoni Halpern, Alexander D'Amour
Causally motivated shortcut removal using auxiliary labels. AISTATS (2022)
Maggie Makar, Ben Packer, Dan Moldovan, Davis Blalock, Yoni Halpern, Alexander D'Amour
Causally-motivated Shortcut Removal Using Auxiliary Labels. CoRR (2021)
Sirui Yao, Yoni Halpern, Nithum Thain, Xuezhi Wang, Kang Lee, Flavien Prost, Ed H. Chi, Jilin Chen, Alex Beutel
Measuring Recommender System Effects with Simulated Users. CoRR (2021)
Colby Redfield, Abdulhakim Tlimat, Yoni Halpern, David W. Schoenfeld, Edward Ullman, David A. Sontag, Larry A. Nathanson, Steven Horng
Derivation and validation of a machine learning record linkage algorithm between emergency medical services and the emergency department. J. Am. Medical Informatics Assoc. 27 (1) (2020)
Alexander D'Amour, Hansa Srinivasan, James Atwood, Pallavi Baljekar, D. Sculley, Yoni Halpern
Fairness is not static: deeper understanding of long term fairness via simulation studies. FAT* (2020)
Rares-Darius Buhai, Yoni Halpern, Yoon Kim, Andrej Risteski, David A. Sontag
Empirical Study of the Benefits of Overparameterization in Learning Latent Variable Models. ICML (2020)
Nathaniel R. Greenbaum, Yacine Jernite, Yoni Halpern, Shelley Calder, Larry A. Nathanson, David A. Sontag, Steven Horng
Improving documentation of presenting problems in the emergency department using a domain-specific ontology and machine learning-driven user interfaces. Int. J. Medical Informatics 132 (2019)
James Atwood, Hansa Srinivasan, Yoni Halpern, David Sculley
Fair treatment allocations in social networks. CoRR (2019)
Rares-Darius Buhai, Andrej Risteski, Yoni Halpern, David A. Sontag
Benefits of Overparameterization in Single-Layer Latent Variable Generative Models. CoRR (2019)
Alexey A. Gritsenko, Alex D'Amour, James Atwood, Yoni Halpern, D. Sculley
BriarPatches: Pixel-Space Interventions for Inducing Demographic Parity. CoRR (2018)
Sanjeev Arora, Rong Ge, Yoni Halpern, David M. Mimno, Ankur Moitra, David A. Sontag, Yichen Wu, Michael Zhu
Learning topic models - provably and efficiently. Commun. ACM 61 (4) (2018)
Juan M. Banda, Yoni Halpern, David A. Sontag, Nigam Shah
Electronic phenotyping with APHRODITE and the Observational Health Sciences and Informatics (OHDSI) data network. CRI (2017)
Yaniv Ovadia, Yoni Halpern, Dilip Krishnan, Josh Livni, Daniel Newburger, Ryan Poplin, Tiantian Zha, D. Sculley
Learning to Count Mosquitoes for the Sterile Insect Technique. KDD (2017)
Yoni Halpern, Keith B. Hall, Vlad Schogol, Michael Riley, Brian Roark, Gleb Skobeltsyn, Martin Bäuml
Contextual Prediction Models for Speech Recognition. INTERSPEECH (2016)
Yoni Halpern, Steven Horng, Youngduck Choi, David A. Sontag
Electronic medical record phenotyping using the anchor and learn framework. J. Am. Medical Informatics Assoc. 23 (4) (2016)
Yoni Halpern, Steven Horng, David A. Sontag
Clinical Tagging with Joint Probabilistic Models. CoRR (2016)
Yoni Halpern, Steven Horng, David A. Sontag
Clinical Tagging with Joint Probabilistic Models. MLHC (2016)
Yoni Halpern, Steven Horng, David A. Sontag
Anchored Discrete Factor Analysis. CoRR (2015)
Yoni Halpern, Youngduck Choi, Steven Horng, David A. Sontag
Using Anchors to Estimate Clinical State without Labeled Data. AMIA (2014)
Sanjeev Arora, Rong Ge, Yoni Halpern, David M. Mimno, Ankur Moitra, David A. Sontag, Yichen Wu, Michael Zhu
A Practical Algorithm for Topic Modeling with Provable Guarantees CoRR (2012)
Keith Yu Kit Leung, Yoni Halpern, Timothy D. Barfoot, Hugh H. T. Liu
The UTIAS multi-robot cooperative localization and mapping dataset. Int. J. Robotics Res. 30 (8) (2011)