Paramveer Dhillon
Paramveer Dhillon
Assistant Professor, School of Information and Department of CSE, University of Michigan
Verified email at umich.edu - Homepage
TitleCited byYear
Multi-view Learning of Word Embeddings via CCA
P Dhillon, DP Foster, LH Ungar
NIPS, 199-207, 2011
2212011
Faster ridge regression via the subsampled randomized hadamard transform
Y Lu, P Dhillon, DP Foster, L Ungar
NIPS, 369-377, 2013
862013
Two step CCA: A new spectral method for estimating vector models of words
P Dhillon, J Rodu, D Foster, L Ungar
ICML, 2012
61*2012
Eigenwords: Spectral Word Embeddings
PS Dhillon, DP Foster, LH Ungar
JMLR, 2015
592015
New subsampling algorithms for fast least squares regression
P Dhillon, Y Lu, DP Foster, L Ungar
NIPS, 360-368, 2013
532013
A risk comparison of ordinary least squares vs ridge regression
PS Dhillon, DP Foster, SM Kakade, LH Ungar
JMLR 14 (1), 1505-1511, 2013
342013
Spectral Dependency Parsing with Latent Variables
PS Dhillon, J Rodu, M Collins, DP Foster, LH Ungar
EMNLP-CoNLL, 2012
312012
Combining appearance and motion for human action classification in videos
PS Dhillon, S Nowozin, CH Lampert
IEEE CVPR-W, 22-29, 2009
272009
Transfer Learning, Feature Selection and Word Sense Disambguation
PS Dhillon, LH Ungar
ACL-IJCNLP, 257-260, 2009
18*2009
Social influence maximization under empirical influence models
S Aral, PS Dhillon
Nature Human Behaviour 2 (6), 375, 2018
162018
Eigenanatomy improves detection power for longitudinal cortical change
B Avants, P Dhillon, BM Kandel, PA Cook, CT McMillan, M Grossman, ...
MICCAI, 2012
152012
Deterministic Annealing for Semi-Supervised Structured Output Learning
PS Dhillon, SS Keerthi, K Bellare, O Chapelle, S Sundararajan
AISTATS, 2012
142012
Learning better data representation using inference-driven metric learning
PS Dhillon, PP Talukdar, K Crammer
ACL, 377-381, 2010
14*2010
Minimum Description Length Penalization for Group and Multi-Task Sparse Learning
PS Dhillon, D Foster, LH Ungar
JMLR 12, 525-564, 2011
122011
Inference-driven metric learning for graph construction
PS Dhillon, PP Talukdar, K Crammer
NESCAI, 2010
122010
Subject-specific functional parcellation via Prior Based Eigenanatomy
PS Dhillon, DA Wolk, SR Das, LH Ungar, JC Gee, BB Avants
NeuroImage 99, 14-27, 2014
112014
Semi-supervised Multi-task Learning of Structured Prediction Models for Web Information Extraction
PS Dhillon, S Sundararajan, SS Keerthi
CIKM, 2011
102011
Efficient feature selection in the presence of multiple feature classes
PS Dhillon, D Foster, LH Ungar
IEEE ICDM, 779-784, 2008
102008
A new approach to lexical disambiguation of Arabic text
R Shah, PS Dhillon, M Liberman, D Foster, M Maamouri, L Ungar
EMNLP, 725-735, 2010
82010
Feature selection using multiple streams
PS Dhillon, DP Foster, L Ungar
AISTATS, 2010
72010
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Articles 1–20