עקוב אחר
Valerie Chen
כותרת
צוטט על ידי
צוטט על ידי
שנה
Understanding the role of human intuition on reliance in human-AI decision-making with explanations‏
V Chen, QV Liao, J Wortman Vaughan, G Bansal‏
Proceedings of the ACM on Human-Computer Interaction 7 (CSCW2), 1-32, 2023‏
1152023
Secure Computation for Machine Learning With SPDZ‏
V Chen, V Pastro, M Raykova‏
arXiv preprint arXiv:1901.00329, 2019‏
822019
Interpretable machine learning: Moving from mythos to diagnostics‏
V Chen, J Li, JS Kim, G Plumb, A Talwalkar‏
Communications of the ACM 65 (8), 43-50, 2022‏
652022
Do llms exhibit human-like response biases? a case study in survey design‏
L Tjuatja, V Chen, T Wu, A Talwalkwar, G Neubig‏
Transactions of the Association for Computational Linguistics 12, 1011-1026, 2024‏
632024
Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning‏
V Chen, A Gupta, K Marino‏
arXiv preprint arXiv:2011.00517, 2020‏
472020
Use-case-grounded simulations for explanation evaluation‏
V Chen, N Johnson, N Topin, G Plumb, A Talwalkar‏
Advances in neural information processing systems 35, 1764-1775, 2022‏
212022
On the importance of application-grounded experimental design for evaluating explainable ml methods‏
K Amarasinghe, KT Rodolfa, S Jesus, V Chen, V Balayan, P Saleiro, ...‏
Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 20921 …, 2024‏
192024
Bayesian persuasion for algorithmic recourse‏
K Harris, V Chen, J Kim, A Talwalkar, H Heidari, SZ Wu‏
Advances in Neural Information Processing Systems 35, 11131-11144, 2022‏
172022
Applying interpretable machine learning in computational biology—pitfalls, recommendations and opportunities for new developments‏
V Chen, M Yang, W Cui, JS Kim, A Talwalkar, J Ma‏
Nature Methods 21 (8), 1454-1461, 2024‏
152024
Learning Personalized Decision Support Policies‏
U Bhatt, V Chen, KM Collins, P Kamalaruban, E Kallina, A Weller, ...‏
arXiv preprint arXiv:2304.06701, 2023‏
142023
Best practices for interpretable machine learning in computational biology‏
V Chen, M Yang, W Cui, JS Kim, A Talwalkar, J Ma‏
Biorxiv, 2022.10. 28.513978, 2022‏
142022
The RealHumanEval: Evaluating Large Language Models' Abilities to Support Programmers‏
H Mozannar, V Chen, M Alsobay, S Das, S Zhao, D Wei, M Nagireddy, ...‏
arXiv preprint arXiv:2404.02806, 2024‏
12*2024
Towards connecting use cases and methods in interpretable machine learning‏
V Chen, J Li, JS Kim, G Plumb, A Talwalkar‏
arXiv preprint arXiv:2103.06254 20, 36, 2021‏
82021
Task-aware novelty detection for visual-based deep learning in autonomous systems‏
V Chen, MK Yoon, Z Shao‏
2020 IEEE International Conference on Robotics and Automation (ICRA), 11060 …, 2020‏
72020
Assisting Human Decisions in Document Matching‏
JS Kim, V Chen, D Pruthi, NB Shah, A Talwalkar‏
arXiv preprint arXiv:2302.08450, 2023‏
62023
Novelty detection via network saliency in visual-based deep learning‏
V Chen, MK Yoon, Z Shao‏
2019 49th Annual IEEE/IFIP International Conference on Dependable Systems …, 2019‏
62019
LLMs exhibit humanlike response biases‏
L Tjuatja, V Chen, ST Wu, A Talwalkar, GD Neubig‏
A case study in survey design. arXiv 2311, 2023‏
52023
FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines‏
M Barker, E Kallina, D Ashok, K Collins, A Casovan, A Weller, A Talwalkar, ...‏
Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms …, 2023‏
42023
Modulating Language Model Experiences through Frictions‏
KM Collins, V Chen, I Sucholutsky, HR Kirk, M Sadek, H Sargeant, ...‏
arXiv preprint arXiv:2407.12804, 2024‏
32024
AdvisingNets: Learning to Distinguish Correct and Wrong Classifications via Nearest-Neighbor Explanations‏
G Nguyen, V Chen, A Nguyen‏
arXiv preprint arXiv:2308.13651, 2023‏
3*2023
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20