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Chansoo Lee
Chansoo Lee
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Title
Cited by
Cited by
Year
Learning and selecting features jointly with point-wise gated Boltzmann machines
K Sohn, G Zhou, C Lee, H Lee
International conference on machine learning, 217-225, 2013
1302013
Online linear optimization via smoothing
J Abernethy, C Lee, A Sinha, A Tewari
Conference on learning theory, 807-823, 2014
742014
Fighting bandits with a new kind of smoothness
JD Abernethy, C Lee, A Tewari
Advances in Neural Information Processing Systems 28, 2015
712015
Gradientless Descent: High-Dimensional Zeroth-Order Optimization
C Lee, D Golovin, G Kochanski, JE Karro, R Song, QR Zhang
67*2020
Perturbation techniques in online learning and optimization
J Abernethy, C Lee, A Tewari
Perturbations, Optimization, and Statistics 233, 17, 2016
472016
Towards learning universal hyperparameter optimizers with transformers
Y Chen, X Song, C Lee, Z Wang, R Zhang, D Dohan, K Kawakami, ...
Advances in Neural Information Processing Systems 35, 32053-32068, 2022
282022
Online learning via differential privacy
J Abernethy, C Lee, A McMillan, A Tewari
arXiv preprint arXiv:1711.10019, 2017
28*2017
Pre-trained Gaussian processes for Bayesian optimization
Z Wang, GE Dahl, K Swersky, C Lee, Z Nado, J Gilmer, J Snoek, ...
arXiv preprint arXiv:2109.08215, 2021
26*2021
Open source vizier: Distributed infrastructure and api for reliable and flexible blackbox optimization
X Song, S Perel, C Lee, G Kochanski, D Golovin
International Conference on Automated Machine Learning, 8/1-17, 2022
232022
Cubic irrationals and periodicity via a family of multi-dimensional continued fraction algorithms
K Dasaratha, L Flapan, T Garrity, C Lee, C Mihaila, N Neumann-Chun, ...
Monatshefte für Mathematik 174, 549-566, 2014
232014
Hardness of online sleeping combinatorial optimization problems
S Kale, C Lee, D Pál
Advances in Neural Information Processing Systems 29, 2016
202016
Constrained-based differential privacy for mobility services
F Fioretto, C Lee, P Van Hentenryck
Proceedings of the 17th International Conference on Autonomous Agents and …, 2018
182018
A generalized family of multidimensional continued fractions: TRIP Maps
K Dasaratha, L Flapan, T Garrity, C Lee, C Mihaila, N Neumann-Chun, ...
International Journal of Number Theory 10 (08), 2151-2186, 2014
122014
Stern sequences for a family of multidimensional continued fractions: TRIP-Stern sequences
I Amburg, K Dasaratha, L Flapan, T Garrity, C Lee, C Mihaila, ...
arXiv preprint arXiv:1509.05239, 2015
52015
Task selection for automl system evaluation
J Lorraine, N Anderson, C Lee, Q De Laroussilhe, M Hassen
arXiv preprint arXiv:2208.12754, 2022
22022
OmniPred: Language Models as Universal Regressors
X Song, O Li, C Lee, D Peng, S Perel, Y Chen
arXiv preprint arXiv:2402.14547, 2024
12024
Determining hyperparameters using sequence generation neural networks
Y Chen, X Song, C Lee, Z Wang, Q Zhang, DM Dohan, S Perel, ...
US Patent App. 18/199,886, 2023
2023
Blackbox optimization of unimodal functions
A Cutkosky, A Das, W Kong, C Lee, R Sen
Uncertainty in Artificial Intelligence, 476-484, 2023
2023
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