# publications

*** denotes equal contribution

An up-to-date list is available on Google Scholar.

## 2020

- Representation Learning: A Statistical Perspective
*Annual Review of Statistics and Its Application*2020

## 2019

## 2017

- CVPRGenerative hierarchical learning of sparse FRAME models
*In Conference on Computer Vision and Pattern Recognition (CVPR)*2017

## 2011

- SIGKDDLarge-scale matrix factorization with distributed stochastic gradient descent
*In Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining*2011 - BTWMapReduce and PACT-comparing data parallel programming models
*Datenbanksysteme für Business, Technologie und Web (BTW)*2011

## 2010

- Binrank: Scaling dynamic authority-based search using materialized subgraphs
*IEEE Transactions on Knowledge and Data Engineering*2010 - VLDB

## 2008

- VLDBDbpubs: multidimensional exploration of database publications
*Proceedings of the VLDB Endowment*2008