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All publications by Piyush Rai
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Large-Scale Bayesian Multi-Label Learning via Topic-Based Label Embeddings
Piyush Rai, Changwei Hu, Ricardo Henao and Lawrence Carin
Advances in Neural Information Processing Systems 28, 2015


Scalable Bayesian Low-Rank Decomposition of Incomplete Multiway Tensors
Piyush Rai, Yingjian Wang, Shengbo Guo, Gary Chen, David Dunson and Lawrence Carin
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Simultaneously Leveraging Output and Task Structures for Multiple-Output Regression
Piyush Rai, Abhishek Kumar and Hal Daume
Advances in Neural Information Processing Systems 25, 2012


Flexible Modeling of Latent Task Structures in Multitask Learning
Alexandre Passos, Piyush Rai, Jacques Wainer and Hal Daume
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Co-regularized Multi-view Spectral Clustering
Abhishek Kumar, Piyush Rai and Hal Daume
Advances in Neural Information Processing Systems 24, 2011


Message-Passing for Approximate MAP Inference with Latent Variables
Jiarong Jiang, Piyush Rai and Hal Daume
Advances in Neural Information Processing Systems 24, 2011


Beam Search based MAP Estimates for the Indian Buffet Process
Piyush Rai and Hal Daume
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Online Learning of Multiple Tasks and Their Relationships
Avishek Saha, Piyush Rai, Suresh Venkatasubramanian and Hal Daume
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Infinite Predictor Subspace Models for Multitask Learning
Piyush Rai and Hal Daume
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Multi-Label Prediction via Sparse Infinite CCA
Piyush Rai and Hal Daume
Advances in Neural Information Processing Systems 22, 2009


The Infinite Hierarchical Factor Regression Model
Piyush Rai and Hal Daume
Advances in Neural Information Processing Systems 21, 2008