Jialin Song
Title
Cited by
Cited by
Year
Onsets and frames: Dual-objective piano transcription
C Hawthorne, E Elsen, J Song, A Roberts, I Simon, C Raffel, J Engel, ...
ISMIR 2018, 2017
1512017
A general framework for multi-fidelity bayesian optimization with gaussian processes
J Song, Y Chen, Y Yue
AISTATS 2019, 2018
372018
Learning to search via retrospective imitation
J Song, R Lanka, A Zhao, A Bhatnagar, Y Yue, M Ono
arXiv preprint arXiv:1804.00846, 2018
152018
A General Large Neighborhood Search Framework for Solving Integer Linear Programs
J Song, R Lanka, Y Yue, B Dilkina
Advances in Neural Information Processing Systems 33, 2020
5*2020
Co-training for Policy Learning
J Song, R Lanka, Y Yue, M Ono
Conference on Uncertainty in Artificial Intelligence, 2019
42019
Optimizing Photonic Nanostructures via Multi-fidelity Gaussian Processes
J Song, YS Tokpanov, Y Chen, D Fleischman, KT Fountaine, HA Atwater, ...
Workshop on Machine Learning for Molecules and Materials, NeurIPS 2018, 2018
42018
Learning to search via self-imitation with application to risk-aware planning
J Song, R Lanka, A Zhao, Y Yue, M Ono
Workshop on Learning with Limited Labeled Data, NeurIPS 2017, 2017
42017
Machine Learning Based Path Planning for Improved Rover Navigation (Pre-Print Version)
N Abcouwer, S Daftry, S Venkatraman, T del Sesto, O Toupet, R Lanka, ...
arXiv preprint arXiv:2011.06022, 2020
32020
Learning to Make Decisions via Submodular Regularization
A Alieva, A Aceves, J Song, S Mayo, Y Yue, Y Chen
International Conference on Learning Representations (ICLR), 2021
12021
Learning Pseudo-Backdoors for Mixed Integer Programs
A Ferber, J Song, B Dilkina, Y Yue
arXiv preprint arXiv:2106.05080, 2021
2021
Machine Learning Based Path Planning for Improved Rover Navigation
N Abcouwer, S Daftry, T del Sesto, O Toupet, M Ono, S Venkatraman, ...
2021 IEEE Aerospace Conference (50100), 1-9, 2021
2021
Mirrored Plasmonic Filter Design via Active Learning of Multi-Fidelity Physical Models
J Song, YS Tokpanov, Y Chen, D Fleischman, KT Fountaine, Y Yue, ...
2020 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2020
2020
Multi-task Bayesian Optimization via Gaussian Process Upper Confidence Bound
S Dai, J Song, Y Yue
ICML 2020 Workshop on Real World Experiment Design and Active Learning, 2020
2020
Efficient Imitation Learning with Local Trajectory Optimization
J Song, JW Jiang, A Yazdanbakhsh, E Songhori, A Goldie, N Jaitly, ...
ICML 2020 Workshop on Inductive Biases, Invariances and Generalization in RL, 2020
2020
Policy Optimization by Local Improvement through Search
J Song, JW Jiang, A Yazdanbakhsh, E Songhori, A Goldie, N Jaitly, ...
2019
A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes Open Website
J Song, Y Chen, Y Yue
A Proofs for 5
J Song, Y Chen, Y Yue
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Articles 1–17