دنبال کردن
Yuxin Chen
Yuxin Chen
University of Chicago, Assistant Professor of Computer Science
ایمیل تأیید شده در uchicago.edu - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Near-optimal Batch Mode Active Learning and Adaptive Submodular Optimization‏
Y Chen, A Krause‏
ICML, 2013‏
1812013
A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes‏
J Song, Y Chen, Y Yue‏
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019‏
1442019
Rethinking explainability as a dialogue: A practitioner's perspective‏
H Lakkaraju, D Slack, Y Chen, C Tan, S Singh‏
arXiv preprint arXiv:2202.01875, 2022‏
992022
Teaching Categories to Human Learners with Visual Explanations‏
O Mac Aodha, S Su, Y Chen, P Perona, Y Yue‏
Conference on Computer Vision and Pattern Recognition (CVPR), 2018‏
842018
Sequential Information Maximization: When is Greedy Near-optimal?‏
Y Chen, SH Hassani, A Karbasi, A Krause‏
Conference on Learning Theory (COLT), 2015‏
802015
An encoder-decoder based approach for anomaly detection with application in additive manufacturing‏
Y Tan, B Jin, A Nettekoven, Y Chen, Y Yue, U Topcu, ...‏
2019 18th IEEE international conference on machine learning and applications …, 2019‏
732019
Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints‏
C Wang, Y Jiang, C Yang, H Liu, Y Chen‏
International Conference on Learning Representations, 2024‏
692024
Submodular surrogates for value of information‏
Y Chen, S Javdani, A Karbasi, J Bagnell, S Srinivasa, A Krause‏
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015‏
672015
Near optimal bayesian active learning for decision making‏
S Javdani, Y Chen, A Karbasi, A Krause, D Bagnell, S Srinivasa‏
Artificial Intelligence and Statistics, 430-438, 2014‏
662014
Active detection via adaptive submodularity‏
Y Chen, H Shioi, CF Montesinos, LP Koh, S Wich, A Krause‏
International Conference on Machine Learning, 55-63, 2014‏
642014
Understanding the role of adaptivity in machine teaching: The case of version space learners‏
Y Chen, A Singla, O Mac Aodha, P Perona, Y Yue‏
Advances in Neural Information Processing Systems 31, 2018‏
532018
Teaching multiple concepts to a forgetful learner‏
A Hunziker, Y Chen, O Mac Aodha, M Gomez Rodriguez, A Krause, ...‏
Advances in neural information processing systems 32, 2019‏
52*2019
A One-Class Support Vector Machine Calibration Method for Time Series Change Point Detection‏
B Jin, Y Chen, D Li, K Poolla, A Sangiovanni-Vincentelli‏
18th IEEE International Conference on Machine Learning and Applications …, 2019‏
422019
ilike: Bridging the semantic gap in vertical image search by integrating text and visual features‏
Y Chen, H Sampathkumar, B Luo, X Chen‏
IEEE Transactions on Knowledge and Data Engineering 25 (10), 2257-2270, 2012‏
412012
S2A: Secure smart household appliances‏
Y Chen, B Luo‏
Proceedings of the second ACM conference on Data and Application Security …, 2012‏
412012
Preference-Based Batch and Sequential Teaching: Towards a Unified View of Models‏
F Mansouri, Y Chen, A Vartanian, X Zhu, A Singla‏
Conference on Neural Information Processing Systems (NeurIPS), 2019‏
392019
Near-Optimal Machine Teaching via Explanatory Teaching Sets‏
Y Chen, O Mac Aodha, S Su, P Perona, Y Yue‏
International Conference on Artificial Intelligence and Statistics (AISTATS), 2018‏
352018
Learning shape analysis‏
M Brockschmidt, Y Chen, P Kohli, S Krishna, D Tarlow‏
Static Analysis: 24th International Symposium, SAS 2017, New York, NY, USA …, 2017‏
282017
Near-optimal Bayesian Active Learning with Correlated and Noisy Tests‏
Y Chen, SH Hassani, A Krause‏
Electronic Journal of Statistics 11 (2), 4969-5017, 2017‏
272017
Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design‏
KK Yang, Y Chen, A Lee, Y Yue‏
International Conference on Artificial Intelligence and Statistics (AISTATS), 2019‏
242019
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20