|High-throughput imaging flow cytometry by optofluidic time-stretch microscopy|
C Lei, H Kobayashi, D Wu, M Li, A Isozaki, A Yasumoto, H Mikami, T Ito, ...
Nature protocols 13 (7), 1603-1631, 2018
|Label-free detection of cellular drug responses by high-throughput bright-field imaging and machine learning|
H Kobayashi, C Lei, D Wu, A Mao, Y Jiang, B Guo, Y Ozeki, K Goda
Scientific reports 7 (1), 1-9, 2017
|Stochastic runge-kutta accelerates langevin monte carlo and beyond|
X Li, D Wu, L Mackey, MA Erdogdu
Advances in Neural Information Processing Systems, 7748-7760, 2019
|Generalization of two-layer neural networks: an asymptotic viewpoint|
J Ba, MA Erdogdu, T Suzuki, D Wu, T Zhang
International Conference on Learning Representations 8, 2020
|Optofluidic time-stretch quantitative phase microscopy|
B Guo, C Lei, D Wu, H Kobayashi, T Ito, Y Yalikun, S Lee, A Isozaki, M Li, ...
Methods 136, 116-125, 2018
|GHz optical time-stretch microscopy by compressive sensing|
C Lei, D Wu, AC Sankaranarayanan, SM Chang, B Guo, N Sasaki, ...
IEEE Photonics Journal 9 (2), 1-8, 2017
|Intelligent whole-blood imaging flow cytometry for simple, rapid, and cost-effective drug-susceptibility testing of leukemia|
H Kobayashi, C Lei, D Wu, CJ Huang, A Yasumoto, M Jona, W Li, Y Wu, ...
Lab on a Chip 19 (16), 2688-2698, 2019
|Light scattering analysis of mono-and multi-pegylated bovine serum albumin in solution: Role of composition on structure and interactions|
R Ferebee, IF Hakem, A Koch, M Chen, D Wu, D Loh, DC Wilson, ...
The Journal of Physical Chemistry B 120 (20), 4591-4599, 2016
|Post selection inference with incomplete maximum mean discrepancy estimator|
M Yamada, D Wu, YHH Tsai, I Takeuchi, R Salakhutdinov, K Fukumizu
International Conference on Learning Representations 7, 2019
|On the optimal weighted regularization in overparameterized linear regression|
D Wu, J Xu
Advances in Neural Information Processing Systems 33, 2020
|When does preconditioning help or hurt generalization?|
S Amari, J Ba, R Grosse, X Li, A Nitanda, T Suzuki, D Wu, J Xu
arXiv preprint arXiv:2006.10732, 2020
|Particle dual averaging: optimization of mean field neural networks with global convergence rate analysis|
A Nitanda, D Wu, T Suzuki
arXiv preprint arXiv:2012.15477, 2020
|Towards characterizing the high-dimensional bias of kernel-based particle inference algorithms|
J Ba, MA Erdogdu, M Ghassemi, T Suzuki, S Sun, D Wu, T Zhang
Symposium on Advances in Approximate Bayesian Inference 2, 2019