Alfred Hero
7 papers · 2014–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
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Keywords
alternating direction method of multiplier
(2)
graphical model
(2)
learning theory
(1)
convex optimization
(1)
latent dirichlet allocation
(1)
brain connectivity
(1)
topic modeling
(1)
sample complexity
(1)
tensor decomposition
(1)
locality sensitive hashing
(1)
statistical estimation
(1)
distribution testing
(1)
inverse covariance
(1)
mean squared error
(1)
divergence estimation
(1)
classification error
(1)
online algorithm
(1)
convergence rate
(1)
high-dimensional data
(1)
topic model
(1)
Papers
Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning
ECCV 2024
SG-PALM: a Fast Physically Interpretable Tensor Graphical Model
ICML 2021
The Sylvester Graphical Lasso (SyGlasso)
AISTATS 2020
Minimum Volume Topic Modeling
AISTATS 2019
Scalable Hash-Based Estimation of Divergence Measures
AISTATS 2018
Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications
AISTATS 2018
Multivariate f-divergence Estimation With Confidence
NeurIPS 2014