Malik Magdon-Ismail
14 papers · 2008–2020 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (10) π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (12)
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Renaissance Researcher
(7)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π
Keyword Champion
π§¬
Topic Evolution
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Trend Setter
ποΈ
Keyword Collector
(84)
π₯
Unstoppable
(9)
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Century Club
(14)
Conferences
NIPS (7)
AISTATS (2)
JMLR (2)
AAAI (1)
COLING (1)
IJCAI (1)
Top co-authors
Keywords
sparse principal component analysis
(3)
dimensionality reduction
(3)
principal component analysis
(2)
matrix completion
(2)
dimension reduction
(2)
margin maximization
(2)
matrix sketching
(2)
nonlinear dynamics
(2)
complex network
(2)
support vector machine
(2)
network inference
(2)
low-rank approximation
(2)
network analysis
(1)
gaussian process
(1)
statistical learning theory
(1)
link prediction
(1)
collective decision making
(1)
random sampling
(1)
adaptive sampling
(1)
feature extraction
(1)
Papers
Inferring Degrees from Incomplete Networks and Nonlinear Dynamics
IJCAI 2020
True Nonlinear Dynamics from Incomplete Networks
AAAI 2020
A Mathematical Model For Optimal Decisions In A Representative Democracy
NIPS 2018
Recovering PCA and Sparse PCA via Hybrid-(l1,l2) Sparse Sampling of Data Elements
JMLR 2017
Optimal Sparse Linear Encoders and Sparse PCA
NIPS 2016
Approximating Sparse PCA from Incomplete Data
NIPS 2015
Column Selection via Adaptive Sampling
NIPS 2015
Feature Selection for Linear SVM with Provable Guarantees
AISTATS 2015
The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding
COLING 2014
Random Projections for Support Vector Machines
AISTATS 2013
Fast Approximation of Matrix Coherence and Statistical Leverage
JMLR 2012
Sparse Features for PCA-Like Linear Regression
NIPS 2011
Permutation Complexity Bound on Out-Sample Error
NIPS 2010
Adapting to a Market Shock: Optimal Sequential Market-Making
NIPS 2008