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Jared Quincy Davis
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Rethinking attention with performers
K Choromanski, V Likhosherstov, D Dohan, X Song, A Gane, T Sarlos, ...
arXiv preprint arXiv:2009.14794, 2020
6592020
On the opportunities and risks of foundation models
R Bommasani, DA Hudson, E Adeli, R Altman, S Arora, S von Arx, ...
arXiv preprint arXiv:2108.07258, 2021
6562021
Masked language modeling for proteins via linearly scalable long-context transformers
K Choromanski, V Likhosherstov, D Dohan, X Song, A Gane, T Sarlos, ...
arXiv preprint arXiv:2006.03555, 2020
542020
Ode to an ODE
KM Choromanski, JQ Davis, V Likhosherstov, X Song, JJ Slotine, J Varley, ...
Advances in Neural Information Processing Systems 33, 3338-3350, 2020
162020
Sub-linear memory: How to make performers slim
V Likhosherstov, KM Choromanski, JQ Davis, X Song, A Weller
Advances in Neural Information Processing Systems 34, 6707-6719, 2021
112021
Time dependence in non-autonomous neural odes
JQ Davis, K Choromanski, J Varley, H Lee, JJ Slotine, V Likhosterov, ...
arXiv preprint arXiv:2005.01906, 2020
112020
Catformer: Designing stable transformers via sensitivity analysis
JQ Davis, A Gu, K Choromanski, T Dao, C Re, C Finn, P Liang
International Conference on Machine Learning, 2489-2499, 2021
52021
Semi-analytical Industrial Cooling System Model for Reinforcement Learning
Y Chervonyi, P Dutta, P Trochim, O Voicu, C Paduraru, C Qian, ...
arXiv preprint arXiv:2207.13131, 2022
22022
Decentralized Training of Foundation Models in Heterogeneous Environments
B Yuan, Y He, JQ Davis, T Zhang, T Dao, B Chen, P Liang, C Re, C Zhang
arXiv preprint arXiv:2206.01288, 2022
22022
Controlling Commercial Cooling Systems Using Reinforcement Learning
J Luo, C Paduraru, O Voicu, Y Chervonyi, S Munns, J Li, C Qian, P Dutta, ...
arXiv preprint arXiv:2211.07357, 2022
2022
Understanding and Analyzing the Effectiveness of Uncertainty Sampling
S Mussmann
Stanford University, 2021
2021
Time Dependence in Non-Autonomous Neural ODEs
J Quincy Davis, K Choromanski, J Varley, H Lee, JJ Slotine, V Likhosterov, ...
arXiv e-prints, arXiv: 2005.01906, 2020
2020
An Ode to an ODE Download PDF
K Choromanski, JQ Davis, V Likhosherstov, X Song, JJ Slotine, J Varley, ...
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