Travelled to:1 × France
1 × United Kingdom
2 × China
3 × USA
Collaborated with:W.Yang Y.Chen Y.Wang S.H.Lim S.Mannor S.Sanghavi M.Sim A.Tamar N.Ailon J.Feng S.Yan O.Mebel C.Caramanis A.Jalali
Talks about:cluster (7) robust (6) graph (4) framework (3) uncertainti (2) algorithm (2) function (2) matrix (2) convex (2) unifi (2)
Person: Huan Xu
DBLP: Xu:Huan
Contributed to:
2015201420142013201320122011Wrote 15 papers:
- ICML-2015-LimCX #clustering #framework #optimisation
- A Convex Optimization Framework for Bi-Clustering (SHL, YC, HX), pp. 1679–1688.
- ICML-2015-YangX #algorithm #framework
- A Unified Framework for Outlier-Robust PCA-like Algorithms (WY, HX), pp. 484–493.
- ICML-2015-YangX15a #analysis #component #streaming
- Streaming Sparse Principal Component Analysis (WY, HX), pp. 494–503.
- ICML-2015-YangX15b #clustering #distributed #divide and conquer #framework #graph
- A Divide and Conquer Framework for Distributed Graph Clustering (WY, HX), pp. 504–513.
- ICML-c1-2014-YangSX #classification
- The Coherent Loss Function for Classification (WY, MS, HX), pp. 37–45.
- ICML-c2-2014-ChenLX #clustering #graph #nondeterminism
- Weighted Graph Clustering with Non-Uniform Uncertainties (YC, SHL, HX), pp. 1566–1574.
- ICML-c2-2014-TamarMX #approximate #robust #scalability #using
- Scaling Up Robust MDPs using Function Approximation (AT, SM, HX), pp. 181–189.
- ICML-c1-2013-WangX #clustering
- Noisy Sparse Subspace Clustering (YXW, HX), pp. 89–97.
- ICML-c3-2013-AilonCX #clustering #graph
- Breaking the Small Cluster Barrier of Graph Clustering (NA, YC, HX), pp. 995–1003.
- ICML-c3-2013-YangX #algorithm #robust
- A Unified Robust Regression Model for Lasso-like Algorithms (WY, HX), pp. 585–593.
- ICML-2012-FengXY #approach #robust
- Robust PCA in High-dimension: A Deterministic Approach (JF, HX, SY), p. 237.
- ICML-2012-MannorMX #nondeterminism #robust
- Lightning Does Not Strike Twice: Robust MDPs with Coupled Uncertainty (SM, OM, HX), p. 62.
- ICML-2012-WangX #collaboration #matrix
- Stability of matrix factorization for collaborative filtering (YXW, HX), p. 26.
- ICML-2011-ChenXCS #matrix #robust
- Robust Matrix Completion and Corrupted Columns (YC, HX, CC, SS), pp. 873–880.
- ICML-2011-JalaliCSX #clustering #graph #optimisation
- Clustering Partially Observed Graphs via Convex Optimization (AJ, YC, SS, HX), pp. 1001–1008.