Gang (Thomas) Fu
Focusing on developing cutting-edge technologies for ML model efficiency, neural architecture search and large-scale feature engineering.
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Authored Publications
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Sequential Attention for Feature Selection
Taisuke Yasuda
Lin Chen
Proceedings of the 11th International Conference on Learning Representations (2023)
Approximately Optimal Core Shapes for Tensor Decompositions
Mehrdad Ghadiri
Proceedings of the 40th International Conference on Machine Learning (2023), pp. 11237-11254
Subquadratic Kronecker Regression with Applications to Tensor Decomposition
Mehrdad Ghadiri
Proceedings of the 36th Annual Conference on Neural Information Processing Systems (2022), pp. 28776-28789
Locality-Sensitive Hashing for f-Divergences: Mutual Information Loss and Beyond
Lin Chen
Advances in Neural Information Processing Systems (2019), pp. 10044-10054
Categorical Feature Compression via Submodular Optimization
Lin Chen
International Conference on Machine Learning (2019), pp. 515-523
Greedy Column Subset Selection: New Bounds and Distributed Algorithms
Aditya Bhaskara
Jason Altschuler
ICML (2016) (to appear)
