Travelled to:1 × Finland
1 × France
1 × Germany
2 × Canada
4 × USA
Collaborated with:G.M.Voelker F.Sha S.Savage K.Q.Weinberger Y.Cho J.Ma ∅ D.Kim C.Cheng M.F.Der M.Bozorgi
Talks about:learn (6) nonlinear (3) model (3) dimension (2) suspici (2) continu (2) analysi (2) reduct (2) matrix (2) beyond (2)
Person: Lawrence K. Saul
DBLP: Saul:Lawrence_K=
Contributed to:
2014
20132010200920092008200520041998Wrote 11 papers:
- KDD-2014-DerSSV #online #profiling
- Knock it off: profiling the online storefronts of counterfeit merchandise (MFD, LKS, SS, GMV), pp. 1759–1768.
- ICML-c2-2013-KimVS #approximate #corpus #modelling #topic
- A Variational Approximation for Topic Modeling of Hierarchical Corpora (DkK, GMV, LKS), pp. 55–63.
- KDD-2010-BozorgiSSV #heuristic #learning #predict
- Beyond heuristics: learning to classify vulnerabilities and predict exploits (MB, LKS, SS, GMV), pp. 105–114.
- ICML-2009-ChengSS #markov #matrix #modelling
- Matrix updates for perceptron training of continuous density hidden Markov models (CCC, FS, LKS), pp. 153–160.
- ICML-2009-ChoS #analysis #learning #modelling
- Learning dictionaries of stable autoregressive models for audio scene analysis (YC, LKS), pp. 169–176.
- ICML-2009-MaSSV #identification #learning #online #scalability
- Identifying suspicious URLs: an application of large-scale online learning (JM, LKS, SS, GMV), pp. 681–688.
- KDD-2009-MaSSV #detection #learning #web
- Beyond blacklists: learning to detect malicious web sites from suspicious URLs (JM, LKS, SS, GMV), pp. 1245–1254.
- ICML-2008-WeinbergerS #distance #implementation #learning #metric #performance
- Fast solvers and efficient implementations for distance metric learning (KQW, LKS), pp. 1160–1167.
- ICML-2005-ShaS #analysis #reduction
- Analysis and extension of spectral methods for nonlinear dimensionality reduction (FS, LKS), pp. 784–791.
- ICML-2004-WeinbergerSS #kernel #learning #matrix #reduction
- Learning a kernel matrix for nonlinear dimensionality reduction (KQW, FS, LKS).
- ICML-1998-Saul #automation #segmentation
- Automatic Segmentation of Continuous Trajectories with Invariance to Nonlinear Warpings of Time (LKS), pp. 506–514.