← Authors

Haesun Park

10 papers · 2005–2021 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (16) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (57) πŸš€ Conference Pioneer πŸ’Ž Century Club (10)

Conferences

AISTATS (3) ICML (3) AAAI (2) JMLR (1) NIPS (1)

Top co-authors

Le Song (3) Woosang Lim (2) Jingu Kim (2) Mariya Ishteva (2) Kyomin Jung (2) Rundong Du (1) Jimeng Sun (1) Eric Xing (1) Yanjun Qi (1) Kejing Yin (1)

Keywords

sparse learning (2) graphical model (2) tensor decomposition (2) representation learning (1) online learning (1) matrix factorization (1) variable selection (1) hypothesis testing (1) parameter estimation (1) feature selection (1) kernel principal component analysis (1) optimal transport (1) kernel approximation (1) l1 regularization (1) dimension reduction (1) text classification (1) feature learning (1) sparse regularization (1) stochastic process (1) stochastic optimization (1)

Papers

SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors AAAI 2021
Understanding Actors and Evaluating Personae with Gaussian Embeddings AAAI 2019
Multi-scale Nystrom Method AISTATS 2018
Double NystrΓΆm Method: An Efficient and Accurate NystrΓΆm Scheme for Large-Scale Data Sets ICML 2015
Unfolding Latent Tree Structures using 4th Order Tensors ICML 2013
Hierarchical Tensor Decomposition of Latent Tree Graphical Models ICML 2013
Learning the Dependency Structure of Latent Factors NIPS 2012
Statistical Optimization of Non-Negative Matrix Factorization AISTATS 2011
Fast Active-set-type Algorithms for $l1$-regularized Linear Regression AISTATS 2010
Dimension Reduction in Text Classification with Support Vector Machines JMLR 2005