Learnability for the information bottleneck
Tailin Wu, Ian Fischer, Isaac Chuang, Max Tegmark. Uncertainty in Artificial Intelligence Conference (UAI 2019), Tel Aviv, Israel. arXiv:1907.07331. [pdf] [poster][slide]
A short version presented at ICLR 2019 Learning with Limited Data workshop as spotlight [openreview][poster]
Nonlinear Causal Discovery with Minimum Predictive Information Regularization
Tailin Wu, Thomas Breuel, Michael Skuhersky, Jan Kautzin, ICML 2019 Time Series Workshop, Best Poster Award [pdf][poster]
Toward an AI Physicist for Unsupervised Learning
Tailin Wu, Max Tegmark, accepted at Physical Review E (2019), arXiv: 1810.10525.
Press: [Technology Review] [Motherboard]
Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy Labels
Curtis G. Northcutt*, Tailin Wu*, Isaac L. Chuang, *equal contribution, Uncertainty in Artificial Intelligence Conference (UAI 2017), Sydney, Australia. arXiv:1705.01936.
Meta-learning autoencoders for few-shot prediction
Tailin Wu, John Peurifoy, Isaac L. Chuang, Max Tegmark. arXiv:1807.09912.
Pareto-optimal data compression for binary classification tasks
Max Tegmark, Tailin Wu. arXiv:1908.08961
Preventing and Reversing Vacuum-Induced Optical Losses in High-Finesse Tantalum (V) Oxide Mirror Coatings
Dorian Gangloff*, Molu Shi*, Tailin Wu*, Alexei Bylinskii, Boris Braverman, Michael Gutierrez, Rosanna Nichols, Junru Li, Kai Aichholz, Marko Cetina, Leon Karpa, Branislav Jelenković, Isaac Chuang, and Vladan Vuletić, *Equal contributions. Optics Express 23(14). (2016)
Iterative Precision Measurement of Branching Ratios Applied to 5P states in 88Sr+
Helena Zhang, Michael Gutierrez, Guang Hao Low, Richard Rines, Jules Stuart, Tailin Wu, Isaac Chuang, New Journal of Physics, 18(12):123021, (2016)
Pathway-based mean-field model for Escherichia coli chemotaxis
Guangwei Si, Tailin Wu, Qi Ouyang, and Yuhai Tu, Physical Review Letters, 109, 048101 (2012)
Frequency-Dependent Escherichia coli Chemotaxis Behavior
Xuejun Zhu, Guangwei Si, Nianpei Deng, Qi Ouyang, Tailin Wu, Zhuoran He, Lili Jiang, Chunxiong Luo, and Yuhai Tu, Physical Review Letters. 108, 128101 (2012)