Fang Han
12 papers · 2012–2015 · 4 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (11)
🐣
Hot Topic Early Bird
🤝
Dynamic Duo
(12)
💎
Century Club
(12)
🚀
Conference Pioneer
📈
Trend Setter
⚡
Prolific Year
(5)
🗃️
Keyword Collector
(71)
Conferences
NIPS (5)
ICML (3)
AISTATS (2)
JMLR (2)
Top co-authors
Research topics
Keywords
principal component analysis
(4)
semiparametric model
(3)
eigenvector estimation
(3)
robust estimation
(3)
high dimensional statistics
(3)
feature selection
(2)
high-dimensional statistics
(2)
heavy-tailed distribution
(2)
vector autoregression
(2)
elliptical distribution
(2)
transelliptical distribution
(2)
robust statistics
(2)
copula component analysis
(2)
dimensionality reduction
(2)
covariance matrix
(1)
sparse principal component analysis
(1)
granger causality
(1)
robust optimization
(1)
covariance estimation
(1)
linear programming
(1)
Papers
Robust Portfolio Optimization
NIPS 2015
A Direct Estimation of High Dimensional Stationary Vector Autoregressions
JMLR 2015
Robust Estimation of Transition Matrices in High Dimensional Heavy-tailed Vector Autoregressive Processes
ICML 2015
Context Aware Group Nearest Shrunken Centroids in Large-Scale Genomic Studies
AISTATS 2014
Robust Sparse Principal Component Regression under the High Dimensional Elliptical Model
NIPS 2013
Sparse Principal Component Analysis for High Dimensional Multivariate Time Series
AISTATS 2013
Principal Component Analysis on non-Gaussian Dependent Data
ICML 2013
Transition Matrix Estimation in High Dimensional Time Series
ICML 2013
CODA: High Dimensional Copula Discriminant Analysis
JMLR 2013
Semiparametric Principal Component Analysis
NIPS 2012
Transelliptical Component Analysis
NIPS 2012
Transelliptical Graphical Models
NIPS 2012