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2020 – today
- 2025
[i6]Sooyong Jang, Insup Lee:
Quantifying and Improving Adaptivity in Conformal Prediction through Input Transformations. CoRR abs/2511.11472 (2025)- [i5]Wenwen Si, Sooyong Jang, Insup Lee, Osbert Bastani:
Conformal Constrained Policy Optimization for Cost-Effective LLM Agents. CoRR abs/2511.11828 (2025) - 2024
- [c5]Sooyong Jang, Kuk Jin Jang, Hyonyoung Choi, Yong-Seop Han, Seongjin Lee, Jin-hyun Kim, Insup Lee:
Fundus Image-based Visual Acuity Assessment with PAC-Guarantees. ML4H@NeurIPS 2024: 535-549 - [i4]Sooyong Jang, Kuk Jin Jang
, Hyonyoung Choi, Yong-Seop Han, Seongjin Lee, Jin-hyun Kim, Insup Lee:
Fundus Image-based Visual Acuity Assessment with PAC-Guarantees. CoRR abs/2412.06624 (2024) - 2022
- [c4]Sooyong Jang, Sangdon Park, Insup Lee, Osbert Bastani:
Sequential Covariate Shift Detection Using Classifier Two-Sample Tests. ICML 2022: 9845-9880 - 2021
- [c3]Sooyong Jang, Insup Lee, James Weimer:
Improving Classifier Confidence using Lossy Label-Invariant Transformations. AISTATS 2021: 4051-4059 - [c2]Pengyuan Lu, Xian Li, Sooyong Jang, Alexander Lee, Sydney Pugh, Amanda Watson, Ragnhildur I. Bjarnadottir, Robert Lucero, George Demiris, Ani Nenkova, James Weimer, Insup Lee:
FRED: Fall Risk Evaluation Database Based on Electronic Health Record Data. CHASE 2021: 130-131 - [i3]Sooyong Jang, Radoslav Ivanov, Insup Lee, James Weimer:
Confidence Calibration with Bounded Error Using Transformations. CoRR abs/2102.12680 (2021) - 2020
- [i2]Yiannis Kantaros, Taylor J. Carpenter, Sangdon Park, Radoslav Ivanov, Sooyong Jang, Insup Lee, James Weimer:
VisionGuard: Runtime Detection of Adversarial Inputs to Perception Systems. CoRR abs/2002.09792 (2020) - [i1]Sooyong Jang, Insup Lee, James Weimer:
Improving Classifier Confidence using Lossy Label-Invariant Transformations. CoRR abs/2011.04182 (2020)
2010 – 2019
- 2012
- [c1]Jiseob Kim, Sooyong Jang, Eun-Sol Kim, Byoung-Tak Zhang:
Hierarchical Slow-Feature Models of Gesture Conversation. CogSci 2012
Coauthor Index
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