Travelled to:1 × Australia
1 × Canada
1 × Japan
1 × Spain
1 × Turkey
4 × USA
Collaborated with:R.J.Durrant M.Girolami ∅ S.A.Pitchay J.Sun S.Raychaudhury P.Tiño Y.Sun
Talks about:project (5) random (5) bound (3) data (3) error (2) lda (2) probabilist (1) discrimin (1) recoveri (1) document (1)
Person: Ata Kabán
DBLP: Kab=aacute=n:Ata
Contributed to:
2015
2013
20122010201020072004
20032000Wrote 9 papers:
- KDD-2015-Kaban #bound #random
- Improved Bounds on the Dot Product under Random Projection and Random Sign Projection (AK), pp. 487–496.
- ICML-c3-2013-DurrantK #bound #classification #fault
- Sharp Generalization Error Bounds for Randomly-projected Classifiers (RJD, AK), pp. 693–701.
- ICPR-2012-PitchayK #multi
- Multi-task signal recovery by higher level hyper-parameter sharing (SAP, AK), pp. 2246–2249.
- ICPR-2010-DurrantK #bound #performance
- A Bound on the Performance of LDA in Randomly Projected Data Spaces (RJD, AK), pp. 4044–4047.
- KDD-2010-DurrantK #analysis #classification #linear
- Compressed fisher linear discriminant analysis: classification of randomly projected data (RJD, AK), pp. 1119–1128.
- ICML-2007-SunKR #fault #metric #robust
- Robust mixtures in the presence of measurement errors (JS, AK, SR), pp. 847–854.
- KDD-2004-TinoKS #approach #generative #probability #sequence #set #visualisation
- A generative probabilistic approach to visualizing sets of symbolic sequences (PT, AK, YS), pp. 701–706.
- SIGIR-2003-GirolamiK #equivalence #on the
- On an equivalence between PLSI and LDA (MG, AK), pp. 433–434.
- ICPR-v2-2000-KabanG #clustering #documentation
- Initialized and Guided EM-Clustering of Sparse Binary Data with Application to Text Based Documents (AK, MG), pp. 2744–2747.