Edo Liberty
6 papers · 2012–2019 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(5)
Core Methods
(4)
Artificial Intelligence
(2)
Computer Science
(2)
Mathematics & Optimization
(2)
Foundations
(2)
Learning Types
(2)
Mathematics
(2)
Optimization
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Keywords
streaming algorithm
(2)
model compression
(1)
unsupervised learning
(1)
dimensionality reduction
(1)
principal component analysis
(1)
logistic regression
(1)
empirical risk minimization
(1)
stratified sampling
(1)
sparse approximation
(1)
matrix approximation
(1)
spectral norm
(1)
kernel density estimation
(1)
sparse matrix
(1)
proximal gradient
(1)
matrix sketching
(1)
entrywise sampling
(1)
data matrices
(1)
numerical linear algebra
(1)
support vector machine
(1)
approximation algorithm
(1)
Papers
Discrepancy, Coresets, and Sketches in Machine Learning
COLT 2019
ProxQuant: Quantized Neural Networks via Proximal Operators
ICLR 2019
Stratified Sampling Meets Machine Learning
ICML 2016
Online PCA with Spectral Bounds
COLT 2015
Near-Optimal Entrywise Sampling for Data Matrices
NeurIPS 2013
Unsupervised SVMs: On the Complexity of the Furthest Hyperplane Problem
COLT 2012