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Osbert Bastani
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Publications
- 2024
- [c80]Wenwen Si, Sangdon Park, Insup Lee, Edgar Dobriban, Osbert Bastani:
PAC Prediction Sets Under Label Shift. ICLR 2024 - [c75]Shuo Li, Sangdon Park, Insup Lee, Osbert Bastani:
TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction. NAACL-HLT 2024: 3799-3821 - [i82]Ramya Ramalingam, Sangdon Park, Osbert Bastani:
Uncertainty Quantification for Neurosymbolic Programs via Compositional Conformal Prediction. CoRR abs/2405.15912 (2024) - 2023
- [c67]Wenwen Si, Shuo Li, Sangdon Park, Insup Lee, Osbert Bastani:
Angelic Patches for Improving Third-Party Object Detector Performance. CVPR 2023: 24638-24647 - [c59]Sangdon Park, Osbert Bastani, Taesoo Kim:
ACon2: Adaptive Conformal Consensus for Provable Blockchain Oracles. USENIX Security Symposium 2023: 3313-3330 - [i65]Shuo Li, Sangdon Park, Insup Lee, Osbert Bastani:
TRAC: Trustworthy Retrieval Augmented Chatbot. CoRR abs/2307.04642 (2023) - [i61]Wenwen Si, Sangdon Park, Insup Lee, Edgar Dobriban, Osbert Bastani:
PAC Prediction Sets Under Label Shift. CoRR abs/2310.12964 (2023) - 2022
- [c53]Sangdon Park, Edgar Dobriban, Insup Lee, Osbert Bastani:
PAC Prediction Sets Under Covariate Shift. ICLR 2022 - [c51]Sooyong Jang, Sangdon Park, Insup Lee, Osbert Bastani:
Sequential Covariate Shift Detection Using Classifier Two-Sample Tests. ICML 2022: 9845-9880 - [c49]Sangdon Park, Edgar Dobriban, Insup Lee, Osbert Bastani:
PAC Prediction Sets for Meta-Learning. NeurIPS 2022 - [i57]Shuo Li, Sangdon Park, Xiayan Ji, Insup Lee, Osbert Bastani:
Towards PAC Multi-Object Detection and Tracking. CoRR abs/2204.07482 (2022) - [i52]Sangdon Park, Edgar Dobriban, Insup Lee, Osbert Bastani:
PAC Prediction Sets for Meta-Learning. CoRR abs/2207.02440 (2022) - [i47]Sangdon Park, Osbert Bastani, Taesoo Kim:
ACon2: Adaptive Conformal Consensus for Provable Blockchain Oracles. CoRR abs/2211.09330 (2022) - 2021
- [c38]Sangdon Park, Shuo Li, Insup Lee, Osbert Bastani:
PAC Confidence Predictions for Deep Neural Network Classifiers. ICLR 2021 - [i41]Sangdon Park, Edgar Dobriban, Insup Lee, Osbert Bastani:
PAC Prediction Sets Under Covariate Shift. CoRR abs/2106.09848 (2021) - 2020
- [c28]Sangdon Park, Osbert Bastani, James Weimer, Insup Lee:
Calibrated Prediction with Covariate Shift via Unsupervised Domain Adaptation. AISTATS 2020: 3219-3229 - [c24]Sangdon Park, Osbert Bastani, Nikolai Matni, Insup Lee:
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction. ICLR 2020 - [i31]Sangdon Park, Osbert Bastani, Nikolai Matni, Insup Lee:
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction. CoRR abs/2001.00106 (2020) - [i30]Sangdon Park, Osbert Bastani, James Weimer, Insup Lee:
Calibrated Prediction with Covariate Shift via Unsupervised Domain Adaptation. CoRR abs/2003.00343 (2020) - [i27]Sangdon Park, Shuo Li, Osbert Bastani, Insup Lee:
PAC Confidence Predictions for Deep Neural Network Classifiers. CoRR abs/2011.00716 (2020)
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