Ariel Jaffe
7 papers · 2015–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (8) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AISTATS (3)
ICML (2)
NIPS (1)
UAI (1)
Top co-authors
Keywords
spectral method
(2)
unsupervised learning
(2)
manifold learning
(1)
spectral clustering
(1)
graph laplacian
(1)
semi-supervised regression
(1)
parameter estimation
(1)
feature selection
(1)
multi-modal learning
(1)
tensor decomposition
(1)
unsupervised feature selection
(1)
label aggregation
(1)
conditional independence
(1)
stochastic block model
(1)
minimax optimal
(1)
k-nearest neighbor
(1)
latent variable model
(1)
restricted boltzmann machine
(1)
deep neural network
(1)
ensemble method
(1)
Papers
Multi-modal differentiable unsupervised feature selection
UAI 2023
DiSC: Differential Spectral Clustering of Features
NIPS 2022
Learning Binary Latent Variable Models: A Tensor Eigenpair Approach
ICML 2018
Minimax-optimal semi-supervised regression on unknown manifolds
AISTATS 2017
A Deep Learning Approach to Unsupervised Ensemble Learning
ICML 2016
Unsupervised Ensemble Learning with Dependent Classifiers
AISTATS 2016
Estimating the accuracies of multiple classifiers without labeled data
AISTATS 2015