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Robin Schmucker
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Fair bayesian optimization
V Perrone, M Donini, MB Zafar, R Schmucker, K Kenthapadi, ...
AAAI/ACM Conference on AI, Ethics, and Society (AIES '21), 2020
722020
A universal test for gravitational decoherence
C Pfister, J Kaniewski, M Tomamichel, A Mantri, R Schmucker, ...
Nature communications 7 (1), 1-8, 2016
492016
Towards a robust interactive and learning social robot
M de Jong, K Zhang, AM Roth, T Rhodes, R Schmucker, C Zhou, ...
Proceedings of the 17th International Conference on Autonomous Agents andá…, 2018
422018
Multi-Objective Multi-Fidelity Hyperparameter Optimization with Application to Fairness
R Schmucker, M Donini, V Perrone, MB Zafar, C Archambeau
NeurIPS Workshop on Meta-Learning, 2020
232020
Bandit Linear Optimization for Sequential Decision Making and Extensive-Form Games
G Farina, R Schmucker, T Sandholm
AAAI Conference on Artificial Intelligence, 2021
212021
Multi-objective Asynchronous Successive Halving
R Schmucker, M Donini, MB Zafar, D Salinas, C Archambeau
arXiv preprint arXiv:2106.12639, 2021
192021
Assessing the Performance of Online Students - New Data, New Approaches, Improved Accuracy
R Schmucker, J Wang, S Hu, TM Mitchell
Journal of Educational Data Mining 14 (1), 1-45, 2022
17*2022
Combination treatment optimization using a pan-cancer pathway model
R Schmucker, G Farina, J Faeder, F Froehlich, AS Saglam, T Sandholm
PLOS Computational Biology, 2021
72021
Transferable Student Performance Modeling for Intelligent Tutoring Systems
R Schmucker, TM Mitchell
Proceedings of the 30th International Conference on Computers in Educationá…, 2022
62022
Ruffle&Riley: Towards the Automated Induction of Conversational Tutoring Systems
R Schmucker, M Xia, A Azaria, T Mitchell
NeurIPS Workshop on Generative AI for Education, 2023
52023
Understanding nature from experimental observations: a theory independent test for gravitational decoherence
C Pfister, J Kaniewski, M Tomamichel, A Mantri, R Schmucker, ...
arXiv preprint arXiv:1503.00577, 2015
42015
KC-Finder: Automated Knowledge Component Discovery for Programming Problems.
Y Shi, R Schmucker, M Chi, T Barnes, T Price
International Educational Data Mining Society, 2023
32023
Tracing Changes in University Course Difficulty Using Item Response Theory
F Baucks*, R Schmucker*, L Wiskott
AAAI Workshop on AI for Education, 2023
22023
Multimodal movement activity recognition using a robot’s proprioceptive sensors
R Schmucker, C Zhou, M Veloso
RoboCup 2018: Robot World Cup XXII 22, 299-310, 2019
22019
Learning to Give Useful Hints: Assistance Action Evaluation and Policy Improvements
R Schmucker, N Pachapurkar, S Bala, M Shah, T Mitchell
European Conference on Technology Enhanced Learning, 383-398, 2023
12023
Counterfactual-Free Regret Minimization for Sequential Decision Making and Extensive-Form Games
G Farina, R Schmucker, T Sandholm
AAAI Workshop on Reinforcement Learning in Games, 2020
12020
Gaining Insights into Course Difficulty Variations Using Item Response Theory
F Baucks*, R Schmucker*, L Wiskott
LAK 2024 (accepted), 2024
2024
Learning to Compare Hints: Combining Insights from Student Logs and Large Language Models
T Zhang, HA Kumar, R Schmucker, A Azaria, T Mitchell
Proceedings of Machine Learning Research 1, 1-8, 2024
2024
NEOLAF, an LLM-powered neural-symbolic cognitive architecture
RJ Tong, CC Cao, TX Lee, G Zhao, R Wan, F Wang, X Hu, R Schmucker, ...
arXiv preprint arXiv:2308.03990, 2023
2023
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