Frank Nussbaum
7 papers · 2019–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(24)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Mathematics & Optimization
(2)
Core AI
(2)
Learning Types
(2)
Optimization
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Analysis
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
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)
bilevel optimization
(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
NeurIPS 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