Katherine A. Heller
12 papers · 2008–2023 · 2 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🏃 Academic Marathon (15) 🐝 Cross-Pollinator (15)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(2)
🏃
Academic Marathon
(15)
🏆
Keyword Champion
💎
Century Club
(12)
🗃️
Keyword Collector
(82)
📈
Trend Setter
Conferences
NIPS (11)
UAI (1)
Top co-authors
Keywords
bayesian inference
(5)
variational inference
(3)
hierarchical bayesian
(2)
dirichlet process
(2)
matrix factorization
(1)
bayesian nonparametrics
(1)
point processes
(1)
markov chain monte carlo
(1)
few-shot learning
(1)
principal component analysis
(1)
domain generalization
(1)
supervised learning
(1)
cognitive modeling
(1)
latent dirichlet allocation
(1)
image retrieval
(1)
approximate inference
(1)
social network analysis
(1)
clinical prediction
(1)
continual learning
(1)
dimensionality reduction
(1)
Papers
Participatory Personalization in Classification
NIPS 2023
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
NIPS 2022
Variational refinement for importance sampling using the forward Kullback-Leibler divergence
UAI 2021
Reconciling meta-learning and continual learning with online mixtures of tasks
NIPS 2019
An inner-loop free solution to inverse problems using deep neural networks
NIPS 2017
Fast Second Order Stochastic Backpropagation for Variational Inference
NIPS 2015
Parallelizing MCMC with Random Partition Trees
NIPS 2015
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models
NIPS 2012
Modelling Reciprocating Relationships with Hawkes Processes
NIPS 2012
Testing a Bayesian Measure of Representativeness Using a Large Image Database
NIPS 2011
Hierarchical Learning of Dimensional Biases in Human Categorization
NIPS 2009
Bayesian Exponential Family PCA
NIPS 2008