Du Phan
5 papers · 2022–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (11)
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Hot Topic Early Bird
Conferences
AISTATS (1)
EMNLP (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
markov chain monte carlo
(2)
variational inference
(2)
text summarization
(1)
expectation maximization
(1)
posterior sampling
(1)
importance sampling
(1)
approximate bayesian inference
(1)
probabilistic programming
(1)
posterior approximation
(1)
reparameterization gradient
(1)
normalizing flow
(1)
supervised fine-tuning
(1)
uncertainty calibration
(1)
rejection sampling
(1)
predictive uncertainty
(1)
surrogate likelihood
(1)
neural summarization
(1)
probabilistic deep learning
(1)
latent variable inference
(1)
selective generation
(1)
Papers
Reparameterized Variational Rejection Sampling
AISTATS 2024
Training Chain-of-Thought via Latent-Variable Inference
NIPS 2023
On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study
EMNLP 2023
On Compositional Uncertainty Quantification for Seq2seq Graph Parsing
ICLR 2023
Surrogate Likelihoods for Variational Annealed Importance Sampling
ICML 2022