Technical Program
MLSP-P2: Clustering, Graphical and Kernel Models |
Session Type: Poster |
Time: Tuesday, March 22, 16:00 - 18:00 |
Location: Poster Area E |
Session Chair: Jan Larsen, Tecnical University of Denmark |
MLSP-P2.1: SEMI-SUPERVISED LEARNING IN THE PRESENCE OF NOVEL CLASS INSTANCES |
Anh Pham; Oregon State University |
Raviv Raich; Oregon State University |
Xiaoli Fern; Oregon State University |
MLSP-P2.2: COMPACT KERNEL MODELS FOR ACOUSTIC MODELING VIA RANDOM FEATURE SELECTION |
Avner May; Columbia University |
Michael Collins; Columbia University |
Daniel Hsu; Columbia University |
Brian Kingsbury; IBM |
MLSP-P2.3: INTERPRETING THE PREDICTION PROCESS OF A DEEP NETWORK CONSTRUCTED FROM SUPERVISED TOPIC MODELS |
Jianshu Chen; Microsoft Research |
Ji He; University of Washington |
Xiaodong He; Microsoft Research |
Lin Xiao; Microsoft Research |
Jianfeng Gao; Microsoft Research |
Li Deng; Microsoft Research |
MLSP-P2.4: AN ONLINE TENSOR ROBUST PCA ALGORITHM FOR SEQUENTIAL 2D DATA |
Zemin Zhang; Tufts University |
Dehong Liu; Mitsubishi Electric Research Laboratories |
Shuchin Aeron; Tufts University |
Anthony Vetro; Mitsubishi Electric Research Laboratories |
MLSP-P2.5: SONG RECOMMENDATION WITH NON-NEGATIVE MATRIX FACTORIZATION AND GRAPH TOTAL VARIATION |
Kirell Benzi; EPFL |
Vassilis Kalofolias; EPFL |
Xavier Bresson; EPFL |
Pierre Vandergheynst; EPFL |
MLSP-P2.6: RD-SVM: A RESILIENT DISTRIBUTED SUPPORT VECTOR MACHINE |
Zhixiong Yang; Rutgers, The State University of New Jersey |
Waheed Bajwa; Rutgers, The State University of New Jersey |
MLSP-P2.7: COMIX: JOINT ESTIMATION AND LIGHTSPEED COMPARISON OF MIXTURE MODELS |
Olivier Schwander; Université Pierre et Marie Curie |
Stéphane Marchand-Maillet; Université de Genève |
Frank Nielsen; École Polytechnique |
MLSP-P2.8: EFFICIENT ONE-VS-ONE KERNEL RIDGE REGRESSION FOR SPEECH RECOGNITION |
Jie Chen; IBM Thomas J. Watson Research Center |
Lingfei Wu; College of William and Mary |
Kartik Audhkhasi; IBM Thomas J. Watson Research Center |
Brian Kingsbury; IBM Thomas J. Watson Research Center |
Bhuvana Ramabhadran; IBM Thomas J. Watson Research Center |
MLSP-P2.9: ALPHA-STABLE MATRIX FACTORIZATION |
Umut Şimşekli; Télécom ParisTech |
Antoine Liutkus; Inria |
Ali Taylan Cemgil; Boğaziçi University |
MLSP-P2.10: EFFICIENT MULTIPLE IMPORTANCE SAMPLING ESTIMATORS |
Víctor Elvira; Universidad Carlos III de Madrid |
Luca Martino; University of Helsinki |
David Luengo; Universidad Politécnica de Madrid |
Mónica F. Bugallo; Stony Brook University |