Ilya Feige
5 papers · 2019–2023 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICML (2)
ACML (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
causal inference
(2)
representation learning
(1)
probabilistic modeling
(1)
variational inference
(1)
optimal transport
(1)
feature attribution
(1)
model interpretability
(1)
experimental design
(1)
generative model
(1)
latent variable model
(1)
gaussian mixture model
(1)
latent variable
(1)
treatment effect estimation
(1)
counterfactual reasoning
(1)
randomized controlled trial
(1)
equivariant representation
(1)
invariant representation
(1)
shapley value
(1)
wasserstein autoencoder
(1)
model explainability
(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
NIPS 2020
Invariant-Equivariant Representation Learning for Multi-Class Data
ICML 2019