Axel Brando
4 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (10)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
AISTATS (2)
NIPS (1)
UAI (1)
Top co-authors
Keywords
quantile regression
(2)
deep learning
(2)
neural network optimization
(1)
conditional distribution
(1)
mixture model
(1)
vine copula
(1)
uncertainty estimation
(1)
aleatoric uncertainty
(1)
deep learning framework
(1)
heterogeneous distribution
(1)
non-crossing quantile
(1)
probabilistic modeling
(1)
asymmetric laplacian
(1)
bayesian inference
(1)
Papers
Shedding Light on Large Generative Networks: Estimating Epistemic Uncertainty in Diffusion Models
UAI 2024
Retrospective Uncertainties for Deep Models using Vine Copulas
AISTATS 2023
Deep Non-crossing Quantiles through the Partial Derivative
AISTATS 2022
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians
NIPS 2019