James McInerney
7 papers · 2013–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (12)
π
Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(18)
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Conference Pioneer
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Trend Setter
Conferences
NIPS (3)
AISTATS (2)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
variational inference
(3)
latent dirichlet allocation
(2)
uncertainty quantification
(1)
epistemic uncertainty
(1)
data subsampling
(1)
bayesian modeling
(1)
deterministic annealing
(1)
posterior inference
(1)
exponential family
(1)
asymptotic variance
(1)
dirichlet process mixture
(1)
bayesian optimization
(1)
streaming datum
(1)
empirical baye
(1)
confidence interval
(1)
variational baye
(1)
temperature parameter
(1)
annealing schedule
(1)
standard error
(1)
delta method
(1)
Papers
Variation Due to Regularization Tractably Recovers Bayesian Deep Learning Uncertainty
AISTATS 2025
Switching the Loss Reduces the Cost in Batch Reinforcement Learning
ICML 2024
The Implicit Delta Method
NIPS 2022
An Empirical Bayes Approach to Optimizing Machine Learning Algorithms
NIPS 2017
Variational Tempering
AISTATS 2016
The Population Posterior and Bayesian Modeling on Streams
NIPS 2015
Forecasting Multi-Appliance Usage for Smart Home Energy Management
IJCAI 2013