Robert Kohn
5 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π£ Hot Topic Early Bird
π
Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(16)
Conferences
AISTATS (2)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
variance reduction
(3)
bayesian inference
(2)
markov chain monte carlo
(2)
causal discovery
(1)
graph representation
(1)
gradient estimation
(1)
posterior distribution
(1)
time series
(1)
lasso regression
(1)
stochastic process
(1)
contextual modeling
(1)
hamiltonian monte carlo
(1)
score function
(1)
sparse linear model
(1)
spectral method
(1)
deep neural network
(1)
directed acyclic graph
(1)
reparameterization trick
(1)
mean-field gaussian
(1)
contextual feature
(1)
Papers
Contextual Directed Acyclic Graphs
AISTATS 2024
The Contextual Lasso: Sparse Linear Models via Deep Neural Networks
NIPS 2023
Spectral Subsampling MCMC for Stationary Time Series
ICML 2020
Variance reduction properties of the reparameterization trick
AISTATS 2019
Hamiltonian Monte Carlo with Energy Conserving Subsampling
JMLR 2019