Pan Kessel
7 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Keyword Pioneer
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Conference Polyglot
(3)
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Academic Marathon
(6)
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Cross-Pollinator
(14)
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Interdisciplinary Bridge
Conferences
ICML (4)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
explanation method
(2)
variational inference
(1)
neural network interpretability
(1)
feature attribution
(1)
gradient estimation
(1)
posterior distribution
(1)
bayesian optimization
(1)
differential geometry
(1)
generative model
(1)
acquisition function
(1)
normalizing flow
(1)
physics-informed learning
(1)
continuous normalizing flow
(1)
input perturbation
(1)
path-gradient estimator
(1)
kernel methods
(1)
quantum circuit
(1)
black-box classifier
(1)
variational distribution
(1)
adversarial robustness
(1)
Papers
Equivariant Neural Tangent Kernels
ICML 2025
Emergent Equivariance in Deep Ensembles
ICML 2024
Fast and unified path gradient estimators for normalizing flows
ICLR 2024
Physics-Informed Bayesian Optimization of Variational Quantum Circuits
NIPS 2023
Path-Gradient Estimators for Continuous Normalizing Flows
ICML 2022
Fairwashing explanations with off-manifold detergent
ICML 2020
Explanations can be manipulated and geometry is to blame
NIPS 2019