Katherine A. Heller
Affiliations:- Google Research, USA
- Duke University, Department of Statistical Science, Durham, NC, USA (former)
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology (former)
According to our database1,
Katherine A. Heller
authored at least 69 papers
between 2005 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
On csauthors.net:
Bibliography
2024
CoRR, 2024
The Case for Globalizing Fairness: A Mixed Methods Study on Colonialism, AI, and Health in Africa.
CoRR, 2024
2023
Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking.
CoRR, 2023
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering.
CoRR, 2023
Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
J. Mach. Learn. Res., 2022
Maintaining fairness across distribution shift: do we have viable solutions for real-world applications?
CoRR, 2022
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
Disability prediction in multiple sclerosis using performance outcome measures and demographic data.
Proceedings of the Conference on Health, Inference, and Learning, 2022
2021
Variational Refinement for Importance Sampling Using the Forward Kullback-Leibler Divergence.
CoRR, 2021
Variational refinement for importance sampling using the forward Kullback-Leibler divergence.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Proceedings of the Machine Learning for Healthcare Conference, 2021
2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020
2019
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
2017
Machine Learning for Healthcare Data.
Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Predictive Hierarchical Clustering: Learning clusters of CPT codes for improving surgical outcomes.
Proceedings of the Machine Learning for Health Care Conference, 2017
An Improved Multi-Output Gaussian Process RNN with Real-Time Validation for Early Sepsis Detection.
Proceedings of the Machine Learning for Health Care Conference, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
2016
Content-based Modeling of Reciprocal Relationships using Hawkes and Gaussian Processes.
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016
Scalable Joint Modeling of Longitudinal and Point Process Data for Disease Trajectory Prediction and Improving Management of Chronic Kidney Disease.
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016
Predicting Disease Progression with a Model for Multivariate Longitudinal Clinical Data.
Proceedings of the 1st Machine Learning in Health Care, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
A Unifying Variational Inference Framework for Hierarchical Graph-Coupled HMM with an Application to Influenza Infection.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
2014
Proceedings of the Handbook of Mixed Membership Models and Their Applications., 2014
2013
2012
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012
Proceedings of the Social Computing, Behavioral - Cultural Modeling and Prediction, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
2011
Small sets of interacting proteins suggest functional linkage mechanisms via Bayesian analogical reasoning.
Bioinform., 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
BMC Bioinform., 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
2007
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007
2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
J. Comput. Secur., 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005