Brian Eriksson
8 papers · 2011–2018 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(8)
Learning Types
(4)
Optimization & Theory Β· Machine Learning
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Applications
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Deep Learning
(1)
Application Areas
(1)
Core AI
(1)
Optimization
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
latent variable
(2)
regret bound
(2)
latent variable model
(2)
adaptive sampling
(2)
convex optimization
(1)
hierarchical clustering
(1)
model compression
(1)
point process
(1)
online learning
(1)
exploration exploitation
(1)
posterior inference
(1)
similarity-based learning
(1)
matrix completion
(1)
preference elicitation
(1)
cumulative regret
(1)
high-dimensional estimation
(1)
submodular maximization
(1)
bandit setting
(1)
multi-armed bandit
(1)
inverse covariance matrix
(1)
Papers
Wide Compression: Tensor Ring Nets
CVPR 2018
Learning Latent Variable Gaussian Graphical Models
ICML 2014
Modeling Correlated Arrival Events with Latent Semi-Markov Processes
ICML 2014
Adaptive Submodular Maximization in Bandit Setting
NeurIPS 2013
Learning to Top-K Search using Pairwise Comparisons
AISTATS 2013
Sequential Bayesian Search
ICML 2013
High-Rank Matrix Completion
AISTATS 2012
Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities
AISTATS 2011