Diana Cai
9 papers · 2016–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
🗃️
Keyword Collector
(52)
Venues
Top co-authors
Research topics
Machine Learning
(9)
Optimization & Theory
(6)
Artificial Intelligence
(5)
Bayesian & Probabilistic · Machine Learning
(5)
Bayesian & Probabilistic · Artificial Intelligence
(4)
Mathematics & Optimization
(3)
Deep Learning
(2)
Models
(2)
Optimization
(2)
Probability
(2)
Core AI
(1)
Core Methods
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
variational inference
(3)
probabilistic modeling
(3)
bayesian inference
(3)
markov chain monte carlo
(2)
black-box variational inference
(2)
model misspecification
(1)
posterior distribution
(1)
bayesian nonparametrics
(1)
network model
(1)
low-rank approximation
(1)
uncertainty quantification
(1)
gaussian process
(1)
gaussian approximation
(1)
posterior consistency
(1)
stochastic process
(1)
convergence
(1)
slice sampling
(1)
score matching
(1)
graph theory
(1)
dirichlet process
(1)
Papers
Batch, match, and patch: low-rank approximations for score-based variational inference
AISTATS 2025
Batch and match: black-box variational inference with a score-based divergence
ICML 2024
EigenVI: score-based variational inference with orthogonal function expansions
NeurIPS 2024
Multi-fidelity Monte Carlo: a pseudo-marginal approach
NeurIPS 2022
Active multi-fidelity Bayesian online changepoint detection
UAI 2021
Finite mixture models do not reliably learn the number of components
ICML 2021
Slice Sampling Reparameterization Gradients
NeurIPS 2021
A Bayesian Nonparametric View on Count-Min Sketch
NeurIPS 2018
Edge-exchangeable graphs and sparsity
NeurIPS 2016