Paramveer S. Dhillon

Most-cited papers

Shaping Human-AI Collaboration: Varied Scaffolding Levels in Co-writing with Language Models
Paramveer S. Dhillon, Somayeh Molaei, Jiaqi Li, Maximilian Golub +2 more
2024International Conference on Human Factors in Computing Systems199 citations Open access
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Interdependence and the cost of uncoordinated responses to COVID-19
David Holtz, Michael Zhao, Seth G. Benzell, Cathy Y Cao +12 more
2020Proceedings of the National Academy of Sciences of the United States of America195 citations Open access
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Multi-View Learning of Word Embeddings via CCA
Paramveer S. Dhillon, Dean P. Foster, Lyle H. Ungar
2011Neural Information Processing Systems162 citations
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Faster Ridge Regression via the Subsampled Randomized Hadamard Transform
Y. Lu, Paramveer S. Dhillon, Dean Phillips Foster, L. Ungar
2013Neural Information Processing Systems135 citations
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Social influence maximization under empirical influence models
S. Aral, Paramveer S. Dhillon
2018Nature Human Behaviour109 citations
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Eigenwords: spectral word embeddings
Paramveer S. Dhillon, Dean Phillips Foster, L. Ungar
2015Journal of machine learning research85 citations
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New Subsampling Algorithms for Fast Least Squares Regression
Paramveer S. Dhillon, Y. Lu, Dean Phillips Foster, L. Ungar
2013Neural Information Processing Systems73 citations
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Using CCA to improve CCA: A new spectral method for estimating vector models of words
Paramveer S. Dhillon, J. Rodu, Dean Phillips Foster, L. Ungar
2012International Conference on Machine Learning68 citations
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A risk comparison of ordinary least squares vs ridge regression
Paramveer S. Dhillon, Dean Phillips Foster, S. Kakade, L. Ungar
2011Journal of machine learning research49 citations
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Spectral Dependency Parsing with Latent Variables
Paramveer S. Dhillon, J. Rodu, Michael Collins, Dean Phillips Foster +1 more
2012Conference on Empirical Methods in Natural Language Processing34 citations
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Modeling Dynamic User Interests: A Neural Matrix Factorization Approach
Paramveer S. Dhillon, S. Aral
2021Marketing science (Providence, R.I.)30 citations Open access
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Combining appearance and motion for human action classification in videos
Paramveer S. Dhillon, S. Nowozin, Christoph H. Lampert
2009IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops26 citations Open access
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Filter Bubble or Homogenization? Disentangling the Long-Term Effects of Recommendations on User Consumption Patterns
Md Sanzeed Anwar, Grant Schoenebeck, Paramveer S. Dhillon
2024The Web Conference23 citations Open access
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Transfer Learning, Feature Selection and Word Sense Disambiguation
Paramveer S. Dhillon, L. Ungar
2009Annual Meeting of the Association for Computational Linguistics20 citations Open access
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Eigenanatomy improves detection power for longitudinal cortical change
B. Avants, Paramveer S. Dhillon, Benjamin M. Kandel, Philip A Cook +3 more
2012International Conference on Medical Image Computing and Computer-Assisted Intervention19 citations Open access
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Minimum Description Length Penalization for Group and Multi-Task Sparse Learning
Paramveer S. Dhillon, Dean Phillips Foster, L. Ungar
2011Journal of machine learning research19 citations
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Subject-specific functional parcellation via Prior Based Eigenanatomy
Paramveer S. Dhillon, D. Wolk, Sandhitsu R. Das, L. Ungar +2 more
2014NeuroImage18 citations Open access
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Mapping of pain circuitry in early post-natal development using manganese-enhanced MRI in rats
M. Sperry, Benjamin M. Kandel, S. Wehrli, K. Bass +4 more
2017Neuroscience17 citations Open access
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Inference Driven Metric Learning (IDML) for Graph Construction
Paramveer S. Dhillon, P. Talukdar, K. Crammer
201016 citations
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Social status and novelty drove the spread of online information during the early stages of COVID-19
Antonis Photiou, C. Nicolaides, Paramveer S. Dhillon
2021Scientific Reports14 citations Open access
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Inference Driven Metric Learning for Graph Construction
Paramveer S. Dhillon, P. Talukdar
201014 citations
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Deterministic Annealing for Semi-Supervised Structured Output Learning
Paramveer S. Dhillon, S. Keerthi, Kedar Bellare, O. Chapelle +1 more
2012International Conference on Artificial Intelligence and Statistics13 citations
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Semi-supervised multi-task learning of structured prediction models for web information extraction
Paramveer S. Dhillon, Sundararajan Sellamanickam, Sathiya Keerthi Selvaraj
2011International Conference on Information and Knowledge Management11 citations
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Learning Better Data Representation Using Inference-Driven Metric Learning
Paramveer S. Dhillon, P. Talukdar, K. Crammer
2010Annual Meeting of the Association for Computational Linguistics11 citations
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A New Approach to Lexical Disambiguation of Arabic Text
Rushin Shah, Paramveer S. Dhillon, M. Liberman, Dean Phillips Foster +2 more
2010Conference on Empirical Methods in Natural Language Processing11 citations
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Feature Selection using Multiple Streams
Paramveer S. Dhillon, Dean Phillips Foster, L. Ungar
2010International Conference on Artificial Intelligence and Statistics11 citations
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Wellness Influencer Responses to COVID-19 Vaccines on Social Media: A Longitudinal Observational Study
Gabrielle O’Brien, Ronith Ganjigunta, Paramveer S. Dhillon
2024Journal of Medical Internet Research10 citations Open access
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Detecting Struggling Students from Interactive Ebook Data: A Case Study Using CSAwesome
B. Ericson, Hisamitsu Maeda, Paramveer S. Dhillon
2022Technical Symposium on Computer Science Education8 citations
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Unpacking Novelty: The Anatomy of Vision Advantages
S. Aral, Paramveer S. Dhillon
20168 citations Open access
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Using CCA to improve CCA: A new spectral method for estimating vector models of words.
Paramveer S. Dhillon, J. Rodu, Dean Phillips Foster, L. Ungar
2012International Conference on Machine Learning8 citations
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Metric Learning for Graph-Based Domain Adaptation
Paramveer S. Dhillon, P. Talukdar, K. Crammer
2012International Conference on Computational Linguistics8 citations
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Efficient Feature Selection in the Presence of Multiple Feature Classes
Paramveer S. Dhillon, Dean P. Foster, L. Ungar
20082008 Eighth IEEE International Conference on Data Mining8 citations Open access
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Multi-task Feature Selection Using the Multiple Inclusion Criterion (MIC)
Paramveer S. Dhillon, Brian Tomasik, Dean Phillips Foster, L. Ungar
2009ECML/PKDD7 citations Open access
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Signals in the Noise: Decoding Unexpected Engagement Patterns on Twitter
Yu-Lin Yu, Houming Chen, Daniel M. Romero, Paramveer S. Dhillon
2025Proc. ACM Hum. Comput. Interact.6 citations Open access
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Recommendation and Temptation
Md Sanzeed Anwar, Paramveer S. Dhillon, Grant Schoenebeck
2024ACM Conference on Recommender Systems5 citations Open access
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Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing
P. Blunsom, Shay B. Cohen, Paramveer S. Dhillon, Percy Liang
20155 citations Open access
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Robust Real-Time Face Tracking Using an Active Camera
Paramveer S. Dhillon
2009Computational Intelligence in Security for Information Systems5 citations
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Anatomically-Constrained PCA for Image Parcellation
Paramveer S. Dhillon, J. Gee, L. Ungar, B. Avants
2013International Workshop on Pattern Recognition in NeuroImaging4 citations
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How digital paywalls shape news coverage
Paramveer S. Dhillon, Anmol Panda, Libby Hemphill
2024PNAS Nexus3 citations Open access
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Demographic disparity in Wikipedia coverage: a global perspective
Yu-Lin Yu, Xiang-Long Li, Tianyi Li, Paramveer S. Dhillon +1 more
2025EPJ Data Science2 citations Open access
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Dual Debiasing for Noisy In-Context Learning for Text Generation
Siqi Liang, Sumyeong Ahn, Paramveer S. Dhillon, Jiayu Zhou
2025Annual Meeting of the Association for Computational Linguistics2 citations
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Causal Inference for Human-Language Model Collaboration
Bo-Han Zhang, Yi-Xin Wang, Paramveer S. Dhillon
2024North American Chapter of the Association for Computational Linguistics2 citations
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Digital Paywall Design: Implications for Subscription Rates & Cross-Channel Demand
S. Aral, Paramveer S. Dhillon
20172 citations Open access
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Partial sparse canonical correlation analysis (PSCCA) for population studies in medical imaging
Paramveer S. Dhillon, B. Avants, L. Ungar, J. Gee
2012IEEE International Symposium on Biomedical Imaging2 citations
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Real- Time Monocular Face Tracking Using an Active Camera
Paramveer S. Dhillon, J. Orozco
20082 citations
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Publisher Correction: Social influence maximization under empirical influence models
S. Aral, Paramveer S. Dhillon
2018Nature Human Behaviour1 citations Open access
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Advances in spectral learning with applications to text analysis and brain imaging
Paramveer S. Dhillon
20141 citations
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Learning to explore scientific workflow repositories
Julia Stoyanovich, Paramveer S. Dhillon, S. Davidson, Brian Lyons
2013International Conference on Statistical and Scientific Database Management1 citations
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Transfer Learning Using Feature Selection
Paramveer S. Dhillon, Dean Phillips Foster, L. Ungar
2009arXiv.org1 citations
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How content sophistication shapes climate discourse on YouTube
Paramveer S. Dhillon, Si-Qi Ma, Ji-Yun Chen, Anjana Susarla
2026npj Climate Action0 citations Open access
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