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Mayank Daswani
Mayank Daswani
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Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians
K Dvijotham, J Winkens, M Barsbey, S Ghaisas, R Stanforth, N Pawlowski, ...
Nature Medicine 29 (7), 1814-1820, 2023
322023
COVID-19 Open-Data: curating a fine-grained, global-scale data repository for SARS-CoV-2. 2020
O Wahltinez, K Murphy, M Brenner
Work in progress, 2020
322020
Self-modification of policy and utility function in rational agents
T Everitt, D Filan, M Daswani, M Hutter
Artificial General Intelligence: 9th International Conference, AGI 2016, New …, 2016
312016
Q-learning for history-based reinforcement learning
M Daswani, P Sunehag, M Hutter
Asian Conference on Machine Learning, 213-228, 2013
232013
Feature reinforcement learning: state of the art
M Daswani, P Sunehag, M Hutter
Workshops at the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
162014
A definition of happiness for reinforcement learning agents
M Daswani, J Leike
Artificial General Intelligence: 8th International Conference, AGI 2015, AGI …, 2015
152015
COVID-19 Open-Data a global-scale spatially granular meta-dataset for coronavirus disease
O Wahltinez, A Cheung, R Alcantara, D Cheung, M Daswani, A Erlinger, ...
Scientific data 9 (1), 162, 2022
102022
Reinforcement learning with value advice
M Daswani, P Sunehag, M Hutter
Asian Conference on Machine Learning, 299-314, 2015
72015
Network partition handling in fault-tolerant key management system
J Leiseboer, M Daswani, T Bradbury, F Poppa, K Chong, J Green, ...
US Patent 10,671,643, 2020
62020
Feature Reinforcement Learning using Looping Suffix Trees
M Daswani, P Sunehag, M Hutter
JMLR Workshop and Conference Proceedings : EWRL 2012 24, 11-24, 2012
62012
Predicting cardiovascular disease risk using photoplethysmography and deep learning
WH Weng, S Baur, M Daswani, C Chen, L Harrell, S Kakarmath, M Jabara, ...
PLOS Global Public Health 4 (6), e0003204, 2024
32024
Fault-tolerant key management system
J Leiseboer, M Daswani, T Bradbury, F Poppa, K Chong, J Green, ...
US Patent 10,606,864, 2020
22020
Generic Reinforcement Learning Beyond Small MDPs
M Daswani
The Australian National University, 2015
22015
Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians (CoDoC)
K Dvijotham, J Winkens, M Barsbey, S Ghaisas, N Pawlowski, R Stanforth, ...
12022
Fault-tolerant key management system
J Leiseboer, M Daswani, T Bradbury, F Poppa, K Chong, J Green, ...
US Patent 11,354,336, 2022
2022
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Artikelen 1–15