Ivan Ustyuzhaninov
5 papers · 2019–2021 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(14)
🐣
Hot Topic Early Bird
Conferences
ICLR (2)
AISTATS (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
bayesian nonparametrics
(1)
variational inference
(1)
query efficiency
(1)
posterior distribution
(1)
gaussian process
(1)
adversarial attack
(1)
time series alignment
(1)
adversarial perturbation
(1)
stochastic differential equation
(1)
neural network robustness
(1)
deep gaussian process
(1)
gradient-based attack
(1)
monotonic function
(1)
mean-field assumption
(1)
function composition
(1)
Papers
Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding
ICLR 2021
Monotonic Gaussian Process Flows
AISTATS 2020
Rotation-invariant clustering of neuronal responses in primary visual cortex
ICLR 2020
Compositional uncertainty in deep Gaussian processes
UAI 2020
Accurate, reliable and fast robustness evaluation
NIPS 2019