Jackson Loper
4 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (10)
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Hot Topic Early Bird
Conferences
AISTATS (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
kl divergence
(2)
variational inference
(2)
time series
(1)
reproducing kernel hilbert space
(1)
sequential monte carlo
(1)
gradient descent
(1)
posterior estimation
(1)
variational approximation
(1)
posterior approximation
(1)
amortized inference
(1)
state-space model
(1)
gradient estimator
(1)
evidence lower bound
(1)
amortized variational inference
(1)
forward kl divergence
(1)
inclusive kl divergence
(1)
spectral mixture kernel
(1)
neural posterior estimation
(1)
kernel methods
(1)
neural tangent kernel
(1)
Papers
Globally Convergent Variational Inference
NIPS 2024
Sequential Monte Carlo for Inclusive KL Minimization in Amortized Variational Inference
AISTATS 2024
Variational Inference with Coverage Guarantees in Simulation-Based Inference
ICML 2024
A general linear-time inference method for Gaussian Processes on one dimension
JMLR 2021