Katherine A. Heller
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
25
Venues
12
Active years
2005–2025
Best venue rank
A*
Where they publish
Papers
25 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ACL | AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset. | Charles Nimo, Tobi Olatunji, Abraham Toluwase Owodunni, Tassallah Abdullahi, Emmanuel Ayodele, Mardhiyah Sanni, Ezinwanne C. Aka, Folafunmi Omofoye, Foutse Yuehgoh, Timothy Faniran, Bonaventure F. P. Dossou, Moshood O. Yekini, Jonas Kemp, Katherine A. Heller, Jude Chidubem Omeke, Chidi Asuzu MD, Naome A. Etori, Aimrou Ndiaye, Ifeoma Okoh, Evans Doe Ocansey, Wendy Kinara, Michael L. Best, Irfan Essa, Stephen Edward Moore, Chris Fourie, Mercy Nyamewaa Asiedu |
| 2025 | ICASSP | Speech Recognition with LLMs Adapted to Disordered Speech Using Reinforcement Learning. | Chirag Nagpal, Subhashini Venugopalan, Jimmy Tobin, Marilyn A. Ladewig, Katherine A. Heller, Katrin Tomanek |
| 2025 | ICCV | Erasing More Than Intended? How Concept Erasure Degrades the Generation of Non-Target Concepts. | Ibtihel Amara, Ahmed Imtiaz Humayun, Ivana Kajic, Zarana Parekh, Natalie Harris, Sarah Young, Chirag Nagpal, Najoung Kim, Junfeng He, Cristina Nader Vasconcelos, Deepak Ramachandran, Golnoosh Farnadi, Katherine A. Heller, Mohammad Havaei, Negar Rostamzadeh |
| 2025 | ICLR | What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models. | Ahmed Imtiaz Humayun, Ibtihel Amara, Cristina Nader Vasconcelos, Deepak Ramachandran, Candice Schumann, Junfeng He, Katherine A. Heller, Golnoosh Farnadi, Negar Rostamzadeh, Mohammad Havaei |
| 2025 | ICML | Position: Stop treating 'AGI' as the north-star goal of AI research. | Borhane Blili-Hamelin, Christopher Graziul, Leif Hancox-Li, Hananel Hazan, El-Mahdi El-Mhamdi, Avijit Ghosh, Katherine A. Heller, Jacob Metcalf, Fabricio Murai, Eryk Salvaggio, Andrew Smart, Todd Snider, Mariame Tighanimine, Talia Ringer, Margaret Mitchell, Shiri Dori-Hacohen |
| 2024 | ICLR | Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering. | Han Zhou, Xingchen Wan, Lev Proleev, Diana Mincu, Jilin Chen, Katherine A. Heller, Subhrajit Roy |
| 2022 | NAACL | Opportunities for Human-centered Evaluation of Machine Translation Systems. | Daniel Liebling, Katherine A. Heller, Samantha Robertson, Wesley Hanwen Deng |
| 2021 | UAI | Variational refinement for importance sampling using the forward Kullback-Leibler divergence. | Ghassen Jerfel, Serena Lutong Wang, Clara Wong-Fannjiang, Katherine A. Heller, Yian Ma, Michael I. Jordan |
| 2020 | ICML | Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors. | Michael Dusenberry, Ghassen Jerfel, Yeming Wen, Yi-An Ma, Jasper Snoek, Katherine A. Heller, Balaji Lakshminarayanan, Dustin Tran |
| 2019 | AISTATS | SMOGS: Social Network Metrics of Game Success. | Fan Bu, Sonia Xu, Katherine A. Heller, Alexander Volfovsky |
| 2017 | ICML | Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier. | Joseph Futoma, Sanjay Hariharan, Katherine A. Heller |
| 2017 | UAI | Machine Learning for Healthcare Data. | Katherine A. Heller |
| 2016 | AAAI | A Unifying Variational Inference Framework for Hierarchical Graph-Coupled HMM with an Application to Influenza Infection. | Kai Fan, Chunyuan Li, Katherine A. Heller |
| 2016 | ICDM | Triply Stochastic Variational Inference for Non-linear Beta Process Factor Analysis. | Kai Fan, Yizhe Zhang, Ricardo Henao, Katherine A. Heller |
| 2016 | UAI | Scalable Joint Modeling of Longitudinal and Point Process Data for Disease Trajectory Prediction and Improving Management of Chronic Kidney Disease. | Joseph Futoma, Mark P. Sendak, Blake Cameron, Katherine A. Heller |
| 2016 | UAI | Content-based Modeling of Reciprocal Relationships using Hawkes and Gaussian Processes. | Xi Tan, Syed A. Z. Naqvi, Yuan (Alan) Qi, Katherine A. Heller, Vinayak A. Rao |
| 2015 | AISTATS | The Bayesian Echo Chamber: Modeling Social Influence via Linguistic Accommodation. | Fangjian Guo, Charles Blundell, Hanna M. Wallach, Katherine A. Heller |
| 2015 | KDD | Hierarchical Graph-Coupled HMMs for Heterogeneous Personalized Health Data. | Kai Fan, Marisa C. Eisenberg, Alison Walsh, Allison Aiello, Katherine A. Heller |
| 2012 | ICML | Evaluating Bayesian and L1 Approaches for Sparse Unsupervised Learning . | Shakir Mohamed, Katherine A. Heller, Zoubin Ghahramani |
| 2012 | UAI | Graph-Coupled HMMs for Modeling the Spread of Infection. | Wen Dong, Alex Pentland, Katherine A. Heller |
| 2010 | ICML | The IBP Compound Dirichlet Process and its Application to Focused Topic Modeling. | Sinead Williamson, Chong Wang, Katherine A. Heller, David M. Blei |
| 2010 | UAI | Bayesian Rose Trees. | Charles Blundell, Yee Whye Teh, Katherine A. Heller |
| 2008 | ICML | Statistical models for partial membership. | Katherine A. Heller, Sinead Williamson, Zoubin Ghahramani |
| 2006 | CVPR | A Simple Bayesian Framework for Content-Based Image Retrieval. | Katherine A. Heller, Zoubin Ghahramani |
| 2005 | ICML | Bayesian hierarchical clustering. | Katherine A. Heller, Zoubin Ghahramani |