Sebastian Thrun

Stanford University — United States

Engineering · Physical Sciences

132h-index101.6kcitations444works0.82yr avg
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Research Topics

Robotics and Sensor-Based Localization(161), Robotic Path Planning Algorithms(122), Target Tracking and Data Fusion in Sensor Networks(47), Advanced Vision and Imaging(46), Indoor and Outdoor Localization Technologies(40)

Publications444 total

Development of A Scoring System via An Interpretable End-to-end Neural Network for Prognostic Stratification of Patients with Advanced Melanoma
2025Open Access
Predicting mutational effects on protein binding from folding energy
arXiv (Cornell University)·2025Open Access
Restructuring Vector Quantization with the Rotation Trick
arXiv (Cornell University)·2024· 1 citedOpen Access
MAPTree: Beating “Optimal” Decision Trees with Bayesian Decision Trees
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 2 citedOpen Access
BanditPAM++: Faster $k$-medoids Clustering
arXiv (Cornell University)·2023Open Access
Context-Aware Meta-Learning
arXiv (Cornell University)·2023· 3 citedOpen Access
In-Context Learning for Few-Shot Molecular Property Prediction
arXiv (Cornell University)·2023· 5 citedOpen Access
MAPTree: Beating "Optimal" Decision Trees with Bayesian Decision Trees
arXiv (Cornell University)·2023Open Access
SCAPE: Shape Completion and Animation of People
ACM eBooks·2023· 109 cited
Bayesian Decision Trees via Tractable Priors and Probabilistic Context-Free Grammars
arXiv (Cornell University)·2023Open Access
The Digital Playbook
2023· 4 citedOpen Access
Faster Maximum Inner Product Search in High Dimensions
arXiv (Cornell University)·2022· 2 citedOpen Access
MABSplit: Faster Forest Training Using Multi-Armed Bandits
arXiv (Cornell University)·2022· 2 citedOpen Access
Differentiation of Active Corneal Infections from Healed Scars Using Deep Learning
Ophthalmology·2021· 43 citedOpen Access
BanditPAM: Almost Linear Time $k$-Medoids Clustering via Multi-Armed\n Bandits
arXiv (Cornell University)·2020· 15 citedOpen Access
BanditPAM: Almost Linear Time $k$-Medoids Clustering via Multi-Armed Bandits
arXiv (Cornell University)·2020· 9 citedOpen Access
Artificial intelligence and cancer
Nature Cancer·2020· 45 cited
A guide to deep learning in healthcare
Nature Medicine·2018· 4.2k cited
Erratum: Corrigendum: Dermatologist-level classification of skin cancer with deep neural networks
Nature·2017· 262 citedOpen Access
Dermatologist-level classification of skin cancer with deep neural networks
Nature·2017· 13.1k citedOpen Access
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Frequent Co-authors

Wolfram Burgard(16), D. Fox(8), Michael Montemerlo(8), Dieter Fox(8), Frank Dellaert(5), Dirk Hähnel(5), Armin B. Cremers(4), Dirk Schulz(4), David Stavens(3), James Diebel(3), Jesse Levinson(3), Nicholas Roy(3), Andre Esteva(2), Tom M. Mitchell(2), Hendrik Dahlkamp(2), Vaughan Pratt(2), Scott Ettinger(2), Daphne Koller(2), Ben Wegbreit(2), Jan Becker(2)