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Liyi Zhang
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Year
Variational combinatorial sequential Monte Carlo methods for Bayesian phylogenetic inference
AK Moretti, L Zhang, CA Naesseth, H Venner, D Blei, I Pe’er
Uncertainty in Artificial Intelligence, 971-981, 2021
182021
Deep de Finetti: Recovering topic distributions from large language models
L Zhang, RT McCoy, TR Sumers, JQ Zhu, TL Griffiths
arXiv preprint arXiv:2312.14226, 2023
62023
Transport score climbing: Variational inference using forward KL and adaptive neural transport
L Zhang, DM Blei, CA Naesseth
Transactions on Machine Learning Research, 2022
62022
Variational combinatorial sequential monte carlo for bayesian phylogenetic inference
A Moretti, L Zhang, I Pe’er
Machine Learning in Computational Biology, 2020
22020
What Should Embeddings Embed? Autoregressive Models Represent Latent Generating Distributions
L Zhang, MY Li, TL Griffiths
arXiv preprint arXiv:2406.03707, 2024
12024
Analyzing the Benefits of Prototypes for Semi-Supervised Category Learning
L Zhang, L Nelson, TL Griffiths
Proceedings of the Annual Meeting of the Cognitive Science Society, 2024
2024
Using Contrastive Learning with Generative Similarity to Learn Spaces that Capture Human Inductive Biases
R Marjieh, S Kumar, D Campbell, L Zhang, G Bencomo, J Snell, ...
arXiv preprint arXiv:2405.19420, 2024
2024
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