Publications

(2020). Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters. Advances in Neural Information Processing Systems (NeurIPS). Prelimary version at ICML Workshop on Automated Machine Learning.

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(2020). Revisiting the Landscape of Matrix Factorization. International Conference on Artificial Intelligence and Statistics (AISTATS).

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(2018). Data poisoning attacks on multi-task relationship learning. AAAI Conference on Artificial Intelligence (AAAI).

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(2017). Distributed Multi-Task Relationship Learning. SIGKDD Conference on Knowledge Discovery and Data Mining (KDD).

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(2017). Communication-Efficient Distributed Primal-Dual Algorithm for Saddle Point Problems. Conference on Uncertainty in Artificial Intelligence (UAI).

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(2017). Adaptive Group Sparse Multi-task Learning via Trace Lasso. International Joint Conference on Artificial Intelligence (IJCAI).

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