David Janz
9 papers
· 2019–2025
· 5 conferences
· across top CS/AI conferences
Achievements
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(6)
🐝
Cross-Pollinator
(5)
🌈
Renaissance Researcher
(5)
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Conferences
NIPS (3)
AISTATS (2)
ICLR (2)
ALT (1)
ICML (1)
Top co-authors
Keywords
posterior sampling
(2)
bayesian optimization
(2)
uncertainty quantification
(2)
gaussian process
(2)
model uncertainty
(1)
reproducing kernel hilbert space
(1)
thompson sampling
(1)
model evidence
(1)
regret bound
(1)
online algorithm
(1)
bandit optimization
(1)
sublinear regret
(1)
linear bandit
(1)
stochastic bandit
(1)
generalized linear bandit
(1)
normalization layer
(1)
bayesian deep learning
(1)
reward perturbation
(1)
inducing point
(1)
linear perturbation
(1)
Papers
Exploration via linearly perturbed loss minimisation
AISTATS 2024