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Anji Liu
Anji Liu
Ph.D. Student of Computer Science, UCLA
Verified email at cs.ucla.edu
Title
Cited by
Cited by
Year
Balance gate controlled deep neural network
A Liu, Y Laili
Neurocomputing 320, 183-194, 2018
202018
Watch the Unobserved: A Simple Approach to Parallelizing Monte Carlo Tree Search
A Liu, J Chen, M Yu, Y Zhai, X Zhou, J Liu
International Conference on Learning Representations (ICLR), 2020
172020
A Compositional Atlas of Tractable Circuit Operations for Probabilistic Inference
A Vergari, YJ Choi, A Liu, S Teso, G Van den Broeck
Advances in Neural Information Processing Systems 34, 2021
102021
Tractable regularization of probabilistic circuits
A Liu, G Van den Broeck
Advances in Neural Information Processing Systems 34, 3558-3570, 2021
82021
A Compositional Atlas of Tractable Circuit Operations: From Simple Transformations to Complex Information-Theoretic Queries
A Vergari, YJ Choi, A Liu, S Teso, GV Broeck
arXiv preprint arXiv:2102.06137, 2021
82021
Lossless Compression with Probabilistic Circuits
A Liu, S Mandt, GV Broeck
arXiv preprint arXiv:2111.11632, 2021
42021
Off-Policy Deep Reinforcement Learning with Analogous Disentangled Exploration
A Liu, Y Liang, G Van den Broeck
International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), 2020
32020
Sparse probabilistic circuits via pruning and growing
M Dang, A Liu, GV Broeck
arXiv preprint arXiv:2211.12551, 2022
22022
On effective parallelization of monte carlo tree search
A Liu, Y Liang, J Liu, GV Broeck, J Chen
arXiv preprint arXiv:2006.08785, 2020
22020
Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation
Z Ren, A Liu, Y Liang, J Peng, J Ma
arXiv preprint arXiv:2211.10861, 2022
2022
Scaling Up Probabilistic Circuits by Latent Variable Distillation
A Liu, H Zhang, GV Broeck
arXiv preprint arXiv:2210.04398, 2022
2022
Tractable and Expressive Generative Models of Genetic Variation Data
M Dang, A Liu, X Wei, S Sankararaman, G Van den Broeck
International Conference on Research in Computational Molecular Biology, 356-357, 2022
2022
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Articles 1–12