Daniel Roy
9 papers
· 2010–2021
· 3 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(3)
π
Academic Marathon
(11)
π
Conference Pioneer
π
Trend Setter
β
The Questioner
Conferences
ICML (5)
AISTATS (3)
ICLR (1)
Top co-authors
Keywords
bayesian inference
(2)
generalization bound
(2)
pac-bayes bound
(2)
posterior inference
(2)
markov chain monte carlo
(2)
posterior distribution
(2)
sequential monte carlo
(1)
uniform convergence
(1)
kullback-leibler divergence
(1)
generalization error
(1)
prior distribution
(1)
minimax regret
(1)
sequential probability assignment
(1)
logarithmic loss
(1)
decision tree
(1)
stochastic gradient langevin dynamics
(1)
linear mode connectivity
(1)
predictive distribution
(1)
probability theory
(1)
de finetti theorem
(1)
Papers
On the Role of Data in PAC-Bayes Bounds
AISTATS 2021