Katherine Heller
10 papers · 2010–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (15) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (13)
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(15)
🌈
Renaissance Researcher
(6)
👥
Mega-Team
(40)
🏆
Keyword Champion
📈
Trend Setter
💎
Century Club
(10)
🚀
Conference Pioneer
🗃️
Keyword Collector
(54)
❓
The Questioner
Conferences
AISTATS (3)
ICML (2)
MLHC (2)
ICCV (1)
JMLR (1)
NAACL (1)
Top co-authors
Keywords
variational inference
(2)
mixture model
(2)
nonparametric bayesian
(1)
model safety
(1)
bayesian inference
(1)
uncertainty quantification
(1)
text-to-image generation
(1)
pitman-yor process
(1)
human-computer interaction
(1)
multitask learning
(1)
clinical prediction
(1)
markov chain monte carlo
(1)
time series classification
(1)
bayesian model
(1)
gaussian process
(1)
machine translation
(1)
gaussian process regression
(1)
gibbs sampling
(1)
domain generalization
(1)
dirichlet process
(1)
Papers
Erasing More Than Intended? How Concept Erasure Degrades the Generation of Non-Target Concepts
ICCV 2025
Underspecification Presents Challenges for Credibility in Modern Machine Learning
JMLR 2022
Opportunities for Human-centered Evaluation of Machine Translation Systems
NAACL 2022
Deep Cox Mixtures for Survival Regression
MLHC 2021
Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors
ICML 2020
SMOGS: Social Network Metrics of Game Success
AISTATS 2019
Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier
ICML 2017
Predicting Disease Progression with a Model for Multivariate Longitudinal Clinical Data
MLHC 2016
The Bayesian Echo Chamber: Modeling Social Influence via Linguistic Accommodation
AISTATS 2015
An Alternative Prior Process for Nonparametric Bayesian Clustering
AISTATS 2010