David I Inouye
7 papers · 2014–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (23) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2)
π
Academic Marathon
(10)
π
Cross-Pollinator
(9)
π±
Topic Pioneer
π
Trend Setter
Conferences
NIPS (6)
AISTATS (1)
Top co-authors
Keywords
poisson mrf
(2)
topic model
(2)
algorithmic fairness
(1)
text mining
(1)
topic modeling
(1)
unsupervised domain adaptation
(1)
machine learning fairness
(1)
word dependencies
(1)
distribution matching
(1)
perturbation analysis
(1)
machine learning
(1)
distribution shift
(1)
excess risk
(1)
density models
(1)
feature attribution
(1)
probabilistic modeling
(1)
semantic coherence
(1)
markov random field
(1)
probabilistic graphical model
(1)
representation learning
(1)
Papers
Towards Practical Non-Adversarial Distribution Matching
AISTATS 2024
Counterfactual Fairness by Combining Factual and Counterfactual Predictions
NIPS 2024
Cooperative Distribution Alignment via JSD Upper Bound
NIPS 2022
Feature Shift Detection: Localizing Which Features Have Shifted via Conditional Distribution Tests
NIPS 2020
On the (In)fidelity and Sensitivity of Explanations
NIPS 2019
Fixed-Length Poisson MRF: Adding Dependencies to the Multinomial
NIPS 2015
Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs
NIPS 2014