| Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization J Zhang, Q Lei, IS Dhillon International Conference on Machine Learning, 5806-5814, 2018 | 86 | 2018 |
| Learning Long Term Dependencies via Fourier Recurrent Units J Zhang, Y Lin, Z Song, IS Dhillon International Conference on Machine Learning, 5815-5823, 2018 | 20 | 2018 |
| Pecos: Prediction for enormous and correlated output spaces HF Yu, K Zhong, J Zhang, WC Chang, IS Dhillon arXiv preprint arXiv:2010.05878, 2020 | 14 | 2020 |
| Autoassist: A framework to accelerate training of deep neural networks J Zhang, HF Yu, IS Dhillon Advances in Neural Information Processing Systems 32, 5998--6008, 2019 | 12 | 2019 |
| A convex atomic-norm approach to multiple sequence alignment and motif discovery IEH Yen, X Lin, J Zhang, P Ravikumar, I Dhillon International Conference on Machine Learning, 2272-2280, 2016 | 11 | 2016 |
| Extreme multi-label learning for semantic matching in product search WC Chang, D Jiang, HF Yu, CH Teo, J Zhang, K Zhong, K Kolluri, Q Hu, ... Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 9 | 2021 |
| Fast multi-resolution transformer fine-tuning for extreme multi-label text classification J Zhang, W Chang, H Yu, I Dhillon Advances in Neural Information Processing Systems 34, 2021 | 5 | 2021 |
| Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction E Chien, WC Chang, CJ Hsieh, HF Yu, J Zhang, O Milenkovic, IS Dhillon arXiv preprint arXiv:2111.00064, 2021 | 3 | 2021 |
| Extreme stochastic variational inference: Distributed inference for large scale mixture models J Zhang, P Raman, S Ji, HF Yu, SVN Vishwanathan, I Dhillon The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 3 | 2019 |
| Efficient deep learning for sequence data J Zhang University of Texas at Austin, 2020 | | 2020 |
| Scalable Convex Multiple Sequence Alignment via Entropy-Regularized Dual Decomposition J Zhang, IEH Yen, P Ravikumar, IS Dhillon Artificial Intelligence and Statistics., 1514-1522, 2017 | | 2017 |
Inderjit S. DhillonVice President/Distinguished Scientist at Amazon, and Professor, Computer Science, UT AustinVerified email at cs.utexas.edu
