Lance Kaplan
6 papers · 2016–2020 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
π₯
Unstoppable
(5)
π
Conference Pioneer
Conferences
AAAI (2)
NIPS (2)
EMNLP (1)
NAACL (1)
Top co-authors
Keywords
uncertainty quantification
(2)
generative model
(2)
out-of-distribution detection
(2)
bayesian inference
(1)
epistemic uncertainty
(1)
text mining
(1)
document clustering
(1)
outlier detection
(1)
probabilistic reasoning
(1)
decision making under uncertainty
(1)
probabilistic programming
(1)
document analysis
(1)
expected utility
(1)
dirichlet distribution
(1)
variational autoencoder
(1)
evidential learning
(1)
generative adversarial network
(1)
text embedding
(1)
adversarial example
(1)
evidential deep learning
(1)
Papers
Uncertainty-Aware Deep Classifiers Using Generative Models
AAAI 2020
Spherical Text Embedding
NIPS 2019
Probabilistic Logic Programming with Beta-Distributed Random Variables
AAAI 2019
Evidential Deep Learning to Quantify Classification Uncertainty
NIPS 2018
Identifying Semantically Deviating Outlier Documents
EMNLP 2017
Cross-media Event Extraction and Recommendation
NAACL 2016