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Paramveer Dhillon
Paramveer Dhillon
Assistant Professor, University of Michigan
umich.edu의 이메일 확인됨 - 홈페이지
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Multi-view Learning of Word Embeddings via CCA
P Dhillon, DP Foster, LH Ungar
NIPS, 199-207, 2011
3102011
Interdependence and the Cost of Uncoordinated Responses to COVID-19
D Holtz, M Zhao, SG Benzell, CY Cao, MA Rahimian, J Yang, JNL Allen, ...
Proceedings of the National Academy of Sciences (PNAS) 117 (33), 19837-19843, 2020
1512020
Faster ridge regression via the subsampled randomized hadamard transform
Y Lu, P Dhillon, DP Foster, L Ungar
NIPS, 369-377, 2013
1372013
Eigenwords: Spectral Word Embeddings
PS Dhillon, DP Foster, LH Ungar
JMLR 16 (95), 3035-3078, 2015
962015
New subsampling algorithms for fast least squares regression
P Dhillon, Y Lu, DP Foster, L Ungar
NIPS, 360-368, 2013
892013
Social influence maximization under empirical influence models
S Aral, PS Dhillon
Nature Human Behaviour 2 (6), 375-382, 2018
872018
Two step CCA: A new spectral method for estimating vector models of words
P Dhillon, J Rodu, D Foster, L Ungar
ICML, 67–74, 2012
85*2012
A risk comparison of ordinary least squares vs ridge regression
PS Dhillon, DP Foster, SM Kakade, LH Ungar
JMLR 14 (1), 1505-1511, 2013
512013
Spectral Dependency Parsing with Latent Variables
PS Dhillon, J Rodu, M Collins, DP Foster, LH Ungar
EMNLP-CoNLL, 205-213, 2012
382012
Digital Paywall Design: Implications for Content Demand & Subscriptions
S Aral, P Dhillon
Management Science 67 (4), 2381–2402, 2020
33*2020
Combining appearance and motion for human action classification in videos
PS Dhillon, S Nowozin, CH Lampert
IEEE CVPR-W, 22-29, 2009
332009
Targeting for long-term outcomes
J Yang, D Eckles, P Dhillon, S Aral
arXiv preprint arXiv:2010.15835, 2020
312020
Is deep learning a game changer for marketing analytics?
GL Urban, A Timoshenko, PS Dhillon, JR Hauser
MIT Sloan Management Review, 2019
312019
Eigenanatomy improves detection power for longitudinal cortical change
B Avants, P Dhillon, BM Kandel, PA Cook, CT McMillan, M Grossman, ...
MICCAI, 206-213, 2012
242012
Learning better data representation using inference-driven metric learning
PS Dhillon, PP Talukdar, K Crammer
ACL, 377-381, 2010
22*2010
Inference-driven metric learning for graph construction
PS Dhillon, PP Talukdar, K Crammer
North East Student Colloquium on Artificial Intelligence (NESCAI), 2010
212010
Transfer Learning, Feature Selection and Word Sense Disambguation
PS Dhillon, LH Ungar
ACL-IJCNLP, 257-260, 2009
212009
What (Exactly) is Novelty in Networks? Unpacking the Vision Advantages of Brokers, Bridges, and Weak Ties.
S Aral, PS Dhillon
Management Science 69 (2), 1092-1115, 2023
20*2023
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
202014
Minimum Description Length Penalization for Group and Multi-Task Sparse Learning
PS Dhillon, D Foster, LH Ungar
JMLR 12, 525-564, 2011
202011
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