Edo Liberty
6 papers · 2012–2019 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (24) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (7)
π
Cross-Pollinator
(9)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
π±
Topic Pioneer
π
Trend Setter
Conferences
COLT (3)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
streaming algorithm
(2)
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)
matrix sketching
(1)
entrywise sampling
(1)
data matrices
(1)
numerical linear algebra
(1)
support vector machine
(1)
approximation algorithm
(1)
np-hard problem
(1)
separation margin
(1)
sampling probability
(1)
database sampling
(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
NIPS 2013
Unsupervised SVMs: On the Complexity of the Furthest Hyperplane Problem
COLT 2012