Alec Koppel Joe Eappen Sujay Bhatt Cole Hawkins Sumitra Ganesh Online MCMC Thinning with Kernelized Stein Discrepancy. 51-75 2024 March 6 SIAM J. Math. Data Sci. 1 https://doi.org/10.1137/22m1510108 db/journals/simods/simods6.html#KoppelEBHG24
Zhanpeng Zeng Cole Hawkins Mingyi Hong 0001 Aston Zhang Nikolaos Pappas 0004 Vikas Singh Shuai Zheng Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens. 2023 abs/2305.04241 CoRR https://doi.org/10.48550/arXiv.2305.04241 db/journals/corr/corr2305.html#abs-2305-04241
Qingru Zhang Dhananjay Ram Cole Hawkins Sheng Zha Tuo Zhao Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer. 2023 abs/2310.12442 CoRR https://doi.org/10.48550/arXiv.2310.12442 db/journals/corr/corr2310.html#abs-2310-12442
Cole Hawkins Xing Liu Zheng Zhang 0005 Towards Compact Neural Networks via End-to-End Training: A Bayesian Tensor Approach with Automatic Rank Determination. 46-71 2022 4 SIAM J. Math. Data Sci. 1 https://doi.org/10.1137/21m1391444 db/journals/simods/simods4.html#HawkinsLZ22
Cole Hawkins Alec Koppel Zheng Zhang 0005 Online, Informative MCMC Thinning with Kernelized Stein Discrepancy. 2022 abs/2201.07130 CoRR https://arxiv.org/abs/2201.07130 db/journals/corr/corr2201.html#abs-2201-07130
Kaiqi Zhang 0002 Cole Hawkins Zheng Zhang 0005 General-Purpose Bayesian Tensor Learning With Automatic Rank Determination and Uncertainty Quantification. 668353 2021 4 Frontiers Artif. Intell. https://doi.org/10.3389/frai.2021.668353 db/journals/frai/frai4.html#ZhangHZ21
Cole Hawkins Zheng Zhang 0005 Bayesian tensorized neural networks with automatic rank selection. 172-180 2021 453 Neurocomputing https://doi.org/10.1016/j.neucom.2021.04.117 db/journals/ijon/ijon453.html#HawkinsZ21
Kaiqi Zhang 0002 Cole Hawkins Xiyuan Zhang 0003 Cong Hao Zheng Zhang 0005 On-FPGA Training with Ultra Memory Reduction: A Low-Precision Tensor Method. 2021 abs/2104.03420 CoRR https://arxiv.org/abs/2104.03420 db/journals/corr/corr2104.html#abs-2104-03420
Yao Chen 0008 Cole Hawkins Kaiqi Zhang 0002 Zheng Zhang 0005 Cong Hao 3U-EdgeAI: Ultra-Low Memory Training, Ultra-Low BitwidthQuantization, and Ultra-Low Latency Acceleration. 2021 abs/2105.06250 CoRR https://arxiv.org/abs/2105.06250 db/journals/corr/corr2105.html#abs-2105-06250
Cole Hawkins Vassilis N. Ioannidis Soji Adeshina George Karypis Scalable Consistency Training for Graph Neural Networks via Self-Ensemble Self-Distillation. 2021 abs/2110.06290 CoRR https://arxiv.org/abs/2110.06290 db/journals/corr/corr2110.html#abs-2110-06290
Cole Hawkins Haichuan Yang Meng Li 0004 Liangzhen Lai Vikas Chandra Low-Rank+Sparse Tensor Compression for Neural Networks. 2021 abs/2111.01697 CoRR https://arxiv.org/abs/2111.01697 db/journals/corr/corr2111.html#abs-2111-01697
Cole Hawkins Zheng Zhang 0005 End-to-End Variational Bayesian Training of Tensorized Neural Networks with Automatic Rank Determination. 2020 abs/2010.08689 CoRR https://arxiv.org/abs/2010.08689 db/journals/corr/corr2010.html#abs-2010-08689
Cole Hawkins Zheng Zhang 0005 Bayesian Tensorized Neural Networks with Automatic Rank Selection. 2019 abs/1905.10478 CoRR http://arxiv.org/abs/1905.10478 db/journals/corr/corr1905.html#abs-1905-10478
Cole Hawkins Zheng Zhang 0005 Variational Bayesian Inference for Robust Streaming Tensor Factorization and Completion. 2018 abs/1809.02153 CoRR http://arxiv.org/abs/1809.02153 db/journals/corr/corr1809.html#abs-1809-02153
