Nicola Branchini
5 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (13)
π£
Hot Topic Early Bird
Conferences
AISTATS (3)
CLEAR (1)
UAI (1)
Top co-authors
Research topics
Keywords
bayesian optimization
(2)
variational inference
(2)
importance sampling
(2)
domain generalization
(1)
convex optimization
(1)
bayesian inference
(1)
structure learning
(1)
optimal transport
(1)
data augmentation
(1)
sequential monte carlo
(1)
particle filter
(1)
state-space model
(1)
causal effect
(1)
target distribution
(1)
heavy-tailed distribution
(1)
lower bound
(1)
structural causal model
(1)
interventional datum
(1)
causal graph
(1)
alpha divergence
(1)
Papers
Variational Resampling
AISTATS 2024
Adaptive importance sampling for heavy-tailed distributions via $Ξ±$-divergence minimization
AISTATS 2024
Causal Optimal Transport of Abstractions
CLEAR 2024
Causal Entropy Optimization
AISTATS 2023
Optimized auxiliary particle filters: adapting mixture proposals via convex optimization
UAI 2021