Frank Nussbaum
7 papers · 2019–2022 · 4 conferences · across top CS/AI conferences
Achievements
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๐ฃ Hot Topic Early Bird ๐งญ Keyword Pioneer ๐ Conference Polyglot (4) ๐ Cross-Pollinator (5) ๐ Renaissance Researcher (7)
๐บ๏ธ
Taxonomy Completionist
(24)
๐
Interdisciplinary Bridge
๐
Keyword Champion
(2)
Conferences
IJCAI (4)
ALT (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
high-dimensional setting
(2)
latent variable
(2)
image segmentation
(1)
variational inference
(1)
feature extraction
(1)
latent dirichlet allocation
(1)
uncertainty quantification
(1)
robust principal component analysis
(1)
item response theory
(1)
group sparsity
(1)
low-rank decomposition
(1)
ising model
(1)
multi-view learning
(1)
precision matrix
(1)
regularization parameter
(1)
parameter estimation
(1)
sparse matrix
(1)
matrix recovery
(1)
exact recovery
(1)
maximum entropy
(1)
Papers
Leveraging the Wikipedia Graph for Evaluating Word Embeddings
IJCAI 2022
Structuring Uncertainty for Fine-Grained Sampling in Stochastic Segmentation Networks
NIPS 2022
Method of Moments for Topic Models with Mixed Discrete and Continuous Features
IJCAI 2021
Robust principal component analysis for generalized multi-view models
UAI 2021
Disentangling Direct and Indirect Interactions in Polytomous Item Response Theory Models
IJCAI 2020
Efficient Regularization Parameter Selection for Latent Variable Graphical Models via Bi-Level Optimization
IJCAI 2019
Ising Models with Latent Conditional Gaussian Variables
ALT 2019