Shahin Boluki
5 papers · 2020–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π£ Hot Topic Early Bird π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
AISTATS (2)
ICML (2)
UAI (1)
Top co-authors
Keywords
uncertainty quantification
(3)
variational inference
(1)
bayesian learning
(1)
ensemble learning
(1)
bayesian inference
(1)
human activity recognition
(1)
feature selection
(1)
neural architecture search
(1)
adaptive sampling
(1)
semantic hashing
(1)
variational autoencoder
(1)
node classification
(1)
out-of-distribution detection
(1)
gradient estimator
(1)
bayesian neural network
(1)
bayesian deep learning
(1)
stochastic method
(1)
variational auto-encoder
(1)
learnable dropout
(1)
binary latent variable
(1)
Papers
VFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition
AISTATS 2022
Learnable Bernoulli Dropout for Bayesian Deep Learning
AISTATS 2020
NADS: Neural Architecture Distribution Search for Uncertainty Awareness
ICML 2020
Bayesian Graph Neural Networks with Adaptive Connection Sampling
ICML 2020
Pairwise Supervised Hashing with Bernoulli Variational Auto-Encoder and Self-Control Gradient Estimator
UAI 2020