Showing results 1 to 35 of 35
A Generalized Worker-Task Specialization Model for Crowdsourcing: Optimal Limits and Algorithm Kim, Doyeon; Lee, Jeonghwan; Chung, Hye Won, 2022 IEEE International Symposium on Information Theory (ISIT), pp.1483 - 1488, IEEE, 2022-06-26 |
Big data acquisition by crowdsourcing: fundamental limits and efficient algorithms = 크라우드소싱을 통한 빅데이터 수집에 관한 연구: 이론적 한계 성능 및 효율적 알고리즘 성능 분석link Kim, Doyeon; Chung, Hye Won; et al, 한국과학기술원, 2023 |
Binary Classification With XOR Queries: Fundamental Limits and an Efficient Algorithm Kim, Daesung; Chung, Hye Won, IEEE TRANSACTIONS ON INFORMATION THEORY, v.67, no.7, pp.4588 - 4612, 2021-07 |
Bounds on variance for symmetric unimodal distributions Chung, Hye Won; Sadler, Brian M.; Hero, Alfred O., 53rd Annual Allerton Conference on Communication, Control, and Computing, Allerton 2015, pp.1235 - 1240, Institute of Electrical and Electronics Engineers Inc., 2015-10-01 |
Bounds on Variance for Unimodal Distributions Chung, Hye Won; Sadler, Brian; Hero, Alfred, IEEE TRANSACTIONS ON INFORMATION THEORY, v.63, no.11, pp.6936 - 6949, 2017-11 |
Budget distribution for efficient data labeling over crowdsourcing system = 크라우드소싱 시스템 상에서의 효율적인 데이터 라벨링을 위한 예산 배분link Cho, Seyoung; Chung, Hye Won; et al, 한국과학기술원, 2019 |
Capacity of optical communications over a lossy bosonic channel with a receiver employing the most general coherent electro-optic feedback control Chung, Hye Won; Guha, Saikat; Zheng, Lizhong, PHYSICAL REVIEW A, v.96, no.1, 2017-07 |
Continual learning with feature replay through sample reconstruction = 샘플 복원을 통한 특성 재현으로 연속 학습link Kim, Soyeon; Chung, Hye Won; et al, 한국과학기술원, 2021 |
Crowdsourced Classification with XOR Queries: An Algorithm with Optimal Sample Complexity Kim, Daesung; Chung, Hye Won, IEEE International Symposium on Information Theory (ISIT), pp.2551 - 2555, Institute of Electrical and Electronics Engineers Inc., 2020-06-21 |
Crowdsourced Labeling for Worker-Task Specialization Model Kim, Doyeon; Chung, Hye Won, 2021 IEEE International Symposium on Information Theory, ISIT 2021, IEEE, 2021-07-12 |
Data Valuation without Training of a Model Ki,, Nohyun; CHOI, HOYONG; Chung, Hye Won, The International Conference on Learning Representations, ICLR 2023, The International Conference on Learning Representations (ICLR), 2023-05-01 |
Detection of Signal in the Spiked Rectangular Models Jung, Ji Hyung; Chung, Hye Won; Lee, Ji Oon, Thirty-eighth International Conference on Machine Learning (ICML), ICML committee, 2021-07-22 |
Diagnosing data samples for robust GAN training = 강인한 생성적 적대 신경망 학습을 위한 데이터 샘플 진단link Kim, Haeri; Chung, Hye Won; et al, 한국과학기술원, 2021 |
Efficient Algorithms for Exact Graph Matching on Correlated Stochastic Block Models with Constant Correlation Yang, Joonhyuk; Shin, DongPil; Chung, Hye Won, 40th International Conference on Machine Learning, ICML 2023, The International Conference on Machine Learning, 2023-07-26 |
Fundamental Limits on Data Acquisition: Trade-offs Between Sample Complexity and Query Difficulty Chung, Hye Won; Lee, Ji Oon; Hero, Alfred, 2018 IEEE International Symposium on Information Theory (ISIT), pp.681 - 685, IEEE, 2018-06-19 |
Graph Matching in Correlated Stochastic Block Models for Improved Graph Clustering Yang, Joonhyuk; Chung, Hye Won, 2023 59th Annual Allerton Conference on Communication, Control, and Computing (Allerton), IEEE, 2023-09-26 |
On capacity of optical channels with coherent detection Chung, Hye Won; Guha, Saikat; Zheng, Lizhong, 2011 49th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2011, pp.879 - 885, Institute of Electrical and Electronics Engineers Inc., 2011-09-29 |
On capacity of optical channels with coherent detection Chung, Hye Won; Guha, Saikat; Zheng, Lizhong, 2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011, pp.284 - 288, Institute of Electrical and Electronics Engineers Inc., 2011-07-31 |
Rank-1 Matrix Completion with Gradient Descent and Small Random Initialization Kim, Daesung; Chung, Hye Won, Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS) 2023, Neural Information Processing Systems, 2023-12-11 |
Recovering Top-Two Answers and Confusion Probability in Multi-Choice Crowdsourcing Jeong, Hyeonsu; Chung, Hye Won, 40th International Conference on Machine Learning, ICML 2023, pp.14863 - 14868, The International Conference on Machine Learning, 2023-07-26 |
Recovering valuable information from large dataset = 빅데이터로부터 가치 있는 정보를 복구하는 기법link Kim, Daesung; Chung, Hye Won; et al, 한국과학기술원, 2023 |
Robust Hypergraph Clustering via Convex Relaxation of Truncated MLE Lee, Jeonghwan; Kim, Daesung; Chung, Hye Won, IEEE Journal on Selected Areas in Information Theory, v.1, no.3, pp.613 - 631, 2020-11 |
Self-Diagnosing GAN: Diagnosing Underrepresented Samples in Generative Adversarial Networks Lee, Jinhee; Kim, Haeri; Hong, Youngkyu; Chung, Hye Won, Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS), Neural Information Processing Systems, 2021-12-08 |
Self-diagnosing generative adversarial networks = 자가 진단을 하는 생성적 적대 신경망link Lee, Jinhee; Chung, Hye Won; et al, 한국과학기술원, 2022 |
Shallow Neural Network can Perfectly Classify an Object following Separable Probability Distribution Min, Youngjae; Chung, Hye Won, 2019 IEEE International Symposium on Information Theory, ISIT 2019, pp.1812 - 1816, Institute of Electrical and Electronics Engineers Inc., 2019-07-10 |
Superadditivity of Quantum Channel Coding Rate With Finite Blocklength Joint Measurements Chung, Hye Won; Guha, Saikat; Zheng, Lizhong, IEEE TRANSACTIONS ON INFORMATION THEORY, v.62, no.10, pp.5938 - 5959, 2016-10 |
Superadditivity of quantum channel coding rate with finite blocklength quantum measurements Chung, Hye Won; Guha, Saikat; Zheng, Lizhong, 2014 IEEE International Symposium on Information Theory, ISIT 2014, pp.901 - 905, Institute of Electrical and Electronics Engineers Inc., 2014-06-30 |
Superadditivity of quantum channel coding rate with finite blocklength quantum measurements Chung, Hye Won; Zheng, Lizhong, 51st Annual Allerton Conference on Communication, Control, and Computing, Allerton 2013, pp.810 - 817, IEEE Computer Society, 2013-10-02 |
Test-Time Adaptation via Self-Training with Nearest Neighbor Information Jang, Minguk; Chung, Sae-Young; Chung, Hye Won, The International Conference on Learning Representations, ICLR 2023, The International Conference on Learning Representations (ICLR), 2023-05-01 |
Trade-offs between Sample Complexity and Query Difficulty in Crowdsourced Data Acquisition Chung, Hye Won; Lee, Ji Oon; Kim, Doyeon; Hero, Alfred, 2018 56th Annual Allerton Conference on Communication, Control, and Computing (Allerton), IEEE, 2018-10-04 |
Unequal error protection coding approaches to the noisy 20 questions problem Chung, Hye Won; Zheng, Lizhong; Sadler, Brian M.; Hero, Alfred O., 2016 IEEE International Symposium on Information Theory, ISIT 2016, pp.1700 - 1704, Institute of Electrical and Electronics Engineers Inc., 2016-07-13 |
Unequal Error Protection Querying Policies for the Noisy 20 Questions Problem Chung, Hye Won; Sadler, Brian M.; Zheng, Lizhong; Hero, Alfred O., IEEE TRANSACTIONS ON INFORMATION THEORY, v.64, no.2, pp.1105 - 1131, 2018-02 |
Unequal Error Protection Querying Policies for the Noisy 20 Questions Problem Chung, Hye Won; Sadler, Brian M.; Zheng, Lizhong; Hero, Alfred, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.4424 - 4428, IEEE, 2018-04-18 |
Weak Detection in the Spiked Wigner Model Chung, Hye Won; Lee, Ji Oon, IEEE TRANSACTIONS ON INFORMATION THEORY, v.68, no.11, pp.7427 - 7453, 2022-11 |
Weak Detection of Signal in the Spiked Wigner Model Chung, Hye Won; Lee, Ji Oon, 36th International Conference on Machine Learning (ICML), ICML committee, 2019-06-11 |
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