Ilya Feige
5 papers · 2019–2023 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π§ Keyword Pioneer
π
Trend Setter
Venues
Top co-authors
Research topics
Keywords
shapley value
(2)
causal inference
(2)
representation learning
(1)
probabilistic modeling
(1)
variational inference
(1)
optimal transport
(1)
feature attribution
(1)
model interpretability
(1)
experimental design
(1)
likelihood maximization
(1)
generative model
(1)
latent variable model
(1)
gaussian mixture model
(1)
latent variable
(1)
treatment effect estimation
(1)
counterfactual reasoning
(1)
continuous latent variable
(1)
randomized controlled trial
(1)
discrete latent variable
(1)
equivariant representation
(1)
Papers
Task-specific experimental design for treatment effect estimation
ICML 2023
Improving Gaussian mixture latent variable model convergence with Optimal Transport
ACML 2021
Shapley explainability on the data manifold
ICLR 2021
Asymmetric Shapley values: incorporating causal knowledge into model-agnostic explainability
NeurIPS 2020
Invariant-Equivariant Representation Learning for Multi-Class Data
ICML 2019