مقالات بحثية تمّ التفويض بإتاحتها للجميع - Andreas Krauseمزيد من المعلومات
عدد المقالات البحثية غير المتاحة للجميع في أي موقع: 1
Optimal transport for single-cell and spatial omics
C Bunne, G Schiebinger, A Krause, A Regev, M Cuturi
Nature Reviews Methods Primers 4 (1), 58, 2024
التفويضات: Swiss National Science Foundation
عدد المقالات البحثية المتاحة للجميع في موقع ما: 217
Information-theoretic regret bounds for gaussian process optimization in the bandit setting
N Srinivas, A Krause, SM Kakade, MW Seeger
IEEE transactions on information theory 58 (5), 3250-3265, 2012
التفويضات: German Research Foundation
Safe model-based reinforcement learning with stability guarantees
F Berkenkamp, M Turchetta, A Schoellig, A Krause
Advances in neural information processing systems 30, 2017
التفويضات: Swiss National Science Foundation, Natural Sciences and Engineering Research …
Learning-based model predictive control for safe exploration
T Koller, F Berkenkamp, M Turchetta, A Krause
2018 IEEE conference on decision and control (CDC), 6059-6066, 2018
التفويضات: Swiss National Science Foundation
Contextual gaussian process bandit optimization
A Krause, C Ong
Advances in neural information processing systems 24, 2011
التفويضات: Swiss National Science Foundation
Parallelizing exploration-exploitation tradeoffs in Gaussian process bandit optimization.
T Desautels, A Krause, JW Burdick
J. Mach. Learn. Res. 15 (1), 3873-3923, 2014
التفويضات: Swiss National Science Foundation, US National Institutes of Health …
Safe exploration for optimization with Gaussian processes
Y Sui, A Gotovos, J Burdick, A Krause
International conference on machine learning, 997-1005, 2015
التفويضات: Swiss National Science Foundation, US National Institutes of Health …
Lazier than lazy greedy
B Mirzasoleiman, A Badanidiyuru, A Karbasi, J Vondrák, A Krause
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
التفويضات: Swiss National Science Foundation, European Commission
Navigating the protein fitness landscape with Gaussian processes
PA Romero, A Krause, FH Arnold
Proceedings of the National Academy of Sciences 110 (3), E193-E201, 2013
التفويضات: Swiss National Science Foundation, US National Institutes of Health
Streaming submodular maximization: Massive data summarization on the fly
A Badanidiyuru, B Mirzasoleiman, A Karbasi, A Krause
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
التفويضات: Swiss National Science Foundation, European Commission
Safe controller optimization for quadrotors with Gaussian processes
F Berkenkamp, AP Schoellig, A Krause
2016 IEEE international conference on robotics and automation (ICRA), 491-496, 2016
التفويضات: Swiss National Science Foundation, Natural Sciences and Engineering Research …
Bayesian optimization with safety constraints: safe and automatic parameter tuning in robotics
F Berkenkamp, A Krause, AP Schoellig
Machine Learning 112 (10), 3713-3747, 2023
التفويضات: Swiss National Science Foundation, Natural Sciences and Engineering Research …
Truthful incentives in crowdsourcing tasks using regret minimization mechanisms
A Singla, A Krause
Proceedings of the 22nd international conference on World Wide Web, 1167-1178, 2013
التفويضات: Swiss National Science Foundation
Distributed submodular maximization: Identifying representative elements in massive data
B Mirzasoleiman, A Karbasi, R Sarkar, A Krause
Advances in Neural Information Processing Systems 26, 2013
التفويضات: Swiss National Science Foundation
Fake news detection in social networks via crowd signals
S Tschiatschek, A Singla, M Gomez Rodriguez, A Merchant, A Krause
Companion proceedings of the the web conference 2018, 517-524, 2018
التفويضات: Swiss National Science Foundation, European Commission
The lyapunov neural network: Adaptive stability certification for safe learning of dynamical systems
SM Richards, F Berkenkamp, A Krause
Conference on robot learning, 466-476, 2018
التفويضات: Swiss National Science Foundation
Guarantees for greedy maximization of non-submodular functions with applications
AA Bian, JM Buhmann, A Krause, S Tschiatschek
International conference on machine learning, 498-507, 2017
التفويضات: European Commission
Incentivizing users for balancing bike sharing systems
A Singla, M Santoni, G Bartók, P Mukerji, M Meenen, A Krause
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
التفويضات: Swiss National Science Foundation
Mathematical notions vs. human perception of fairness: A descriptive approach to fairness for machine learning
M Srivastava, H Heidari, A Krause
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
التفويضات: US National Science Foundation
Safe learning of regions of attraction for uncertain, nonlinear systems with gaussian processes
F Berkenkamp, R Moriconi, AP Schoellig, A Krause
2016 IEEE 55th Conference on Decision and Control (CDC), 4661-4666, 2016
التفويضات: Swiss National Science Foundation, Natural Sciences and Engineering Research …
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