Combinatorial optimization of mRNA structure, stability, and translation for RNA-based therapeutics K Leppek, GW Byeon, W Kladwang, HK Wayment-Steele, CH Kerr, AF Xu, ... Nature communications 13 (1), 1536, 2022 | 132 | 2022 |
Analysis of the human protein atlas image classification competition W Ouyang, CF Winsnes, M Hjelmare, AJ Cesnik, L Åkesson, H Xu, ... Nature methods 16 (12), 1254-1261, 2019 | 112 | 2019 |
GPU accelerated feature engineering and training for recommender systems B Schifferer, G Titericz, C Deotte, C Henkel, K Onodera, J Liu, B Tunguz, ... Proceedings of the Recommender Systems Challenge 2020, 16-23, 2020 | 35 | 2020 |
Systems and methods for providing machine learning model explainability information DC Merrill, ME Ruberry, O Sayin, B Tunguz, L Song, E Alizadeh, ... US Patent App. 15/970,626, 2018 | 30 | 2018 |
Systems and methods for providing machine learning model disparate impact information DC Merrill, ME Ruberry, O Sayin, B Tunguz, L Song, E Alizadeh, ... US Patent App. 16/052,293, 2019 | 28 | 2019 |
Deep learning models for predicting RNA degradation via dual crowdsourcing HK Wayment-Steele, W Kladwang, AM Watkins, DS Kim, B Tunguz, ... Nature Machine Intelligence 4 (12), 1174-1184, 2022 | 18 | 2022 |
Systems and methods for providing machine learning model evaluation by using decomposition DC Merrill, ME Ruberry, O Sayin, B Tunguz, L Song, E Alizadeh, ... US Patent 11,960,981, 2024 | 16 | 2024 |
GPU accelerated exhaustive search for optimal ensemble of black-box optimization algorithms J Liu, B Tunguz, G Titericz arXiv preprint arXiv:2012.04201, 2020 | 10 | 2020 |
Eterna Participants and R HK Wayment-Steele, W Kladwang, AM Watkins, DS Kim, B Tunguz, ... Das, Nat. Mach. Intell 4, 1174-1184, 2022 | 6 | 2022 |
Six levels of auto ML B Tunguz | 4 | 2020 |
Systems and methods for providing machine learning model explainability information DC Merrill, ME Ruberry, O Sayin, B Tunguz, L Song, E Alizadeh, ... US Patent App. 17/812,093, 2022 | 1 | 2022 |
Predictive models of RNA degradation through dual crowdsourcing HK Wayment-Steele, W Kladwang, AM Watkins, DS Kim, B Tunguz, ... | 1 | 2021 |
Author correction: analysis of the human protein atlas image classification competition W Ouyang, CF Winsnes, M Hjelmare, AJ Cesnik, L Åkesson, H Xu, ... Nature Methods 17 (9), 948, 2020 | 1 | 2020 |
Systems and methods for providing machine learning model disparate impact information DC Merrill, ME Ruberry, O Sayin, B Tunguz, L Song, E Alizadeh, ... US Patent App. 18/533,709, 2024 | | 2024 |
Explainable machine learning financial credit approval model for protected classes of borrowers DC Merrill, ME Ruberry, O Sayin, B Tunguz, L Song, E Alizadeh, ... US Patent 11,941,650, 2024 | | 2024 |
Deep learning models for predicting RNA degradation via dual crowdsourcing (preprint) HK Wayment-Steele, W Kladwang, AM Watkins, B Tunguz, W Reade, ... | | 2021 |
Analysis of the Human Protein Atlas Image Classification competition (vol 53, pg 961, 2019) W Ouyang, CF Winsnes, M Hjelmare, AJ Cesnik, L Akesson, H Xu, ... NATURE METHODS 17 (9), 948-948, 2020 | | 2020 |
Analysis of the Human Protein Atlas Image Classification competition (vol 16, pg 1254, 2019) W Ouyang, CF Winsnes, M Hjelmare, L Åkesson, H Xu, DP Sullivan, ... Nature Methods 17 (1), 115-115, 2020 | | 2020 |
Publisher Correction: Analysis of the Human Protein Atlas Image Classification competition W Ouyang, CF Winsnes, M Hjelmare, AJ Cesnik, L Åkesson, H Xu, ... Nature methods 17 (1), 115-115, 2020 | | 2020 |
Analysis of the Human Protein Atlas Image Classification competition (vol 54, pg 2112, 2019) W Ouyang, CF Winsnes, M Hjelmare, L Åkesson, H Xu, DP Sullivan, ... Nature Methods 17 (2), 241-241, 2020 | | 2020 |