Edwin Fong
6 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (5) π Cross-Pollinator (8) πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
ICLR (2)
AISTATS (1)
ICML (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
bayesian inference
(3)
predictive distribution
(2)
conformal prediction
(1)
posterior distribution
(1)
nonparametric learning
(1)
gaussian process
(1)
importance sampling
(1)
nonparametric statistics
(1)
hierarchical model
(1)
survival analysis
(1)
posterior predictive
(1)
autoregressive model
(1)
predictive inference
(1)
sequential importance sampling
(1)
multimodal posterior
(1)
copula model
(1)
finite sample guarantee
(1)
posterior bootstrap
(1)
dirichlet process
(1)
predictive interval
(1)
Papers
Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling
ICLR 2024
Martingale Posterior Neural Processes
ICLR 2023
Quasi-Bayesian nonparametric density estimation via autoregressive predictive updates
UAI 2023
A Predictive Approach to Bayesian Nonparametric Survival Analysis
AISTATS 2022
Conformal Bayesian Computation
NIPS 2021
Scalable Nonparametric Sampling from Multimodal Posteriors with the Posterior Bootstrap
ICML 2019