Results 121 to 130 of about 7,740,063 (200)

Network attack security detection model based on model agnostic meta-learning algorithm. [PDF]

Sci Rep
Chen L, Ma J.
europepmc   +1 more source

Bilevel Programming for Hyperparameter Optimization and Meta-Learning

, 2018
We introduce a framework based on bilevel programming that unifies gradient-based hyperparameter optimization and meta-learning. We show that an approximate version of the bilevel problem can be solved by taking into explicit account the optimization ...
Salzo S, Grazzi R, Franceschi L, Frasconi P, Pontil M   +4 more
core  

Federated MobileNetV2 with ensemble meta-learning for privacy-preserving brain tumor classification. [PDF]

Sci Rep
Paul M, Tiwari A, Barmashe B, Rai K, Panwar VS.   +4 more
europepmc   +1 more source

PhageMind: generalized strain-level phage host range prediction via meta-learning. [PDF]

Bioinformatics
Shen Y, Shi K, Yu C, Zhang R, Sun Y, Shang J.   +5 more
europepmc   +1 more source

ProMeta: a meta-learning framework for robust disease diagnosis and prediction from plasma proteomics. [PDF]

Bioinformatics
Li H, Gu H, Hu L, Zhang Z, Lv Y, Gao P, Cooper-Knock J, Min Y, Zeng J, Zhang S.   +9 more
europepmc   +1 more source

Learning to Continually Learn Rapidly from Few and Noisy Data

Neural networks suffer from catastrophic forgetting and are unable to sequentially learn new tasks without guaranteed stationarity in data distribution. Continual learning could be achieved via replay { by concurrently training externally stored old data
Fourrier, N., Suominen, Hanna, Walder, Christian, Kuo, Nicholas, Harandi, Mehrtash, Ferraro, Gabriela   +5 more
core   +1 more source

Real-time prediction of atrial fibrillation in intensive care unit: a meta-learning approach. [PDF]

JAMIA Open
Moazeni M, Moraga SM, Wösten M, Elbers P, Thoral P, Van Laake LW, Asselbergs FW, Aarts E.   +7 more
europepmc   +1 more source

Meta-LLSTM: meta-learning enhanced learnable LSTM for retail sales forecasting. [PDF]

Sci Rep
Suresh BS, Suresh M, Kang DK.
europepmc   +1 more source

GatorST: A Versatile Contrastive Meta-Learning Framework for Spatial Transcriptomic Data Analysis. [PDF]

Small Methods
Zhang Z, Liu Y, Wang S, Ma Q, Song Q, Bian J.   +5 more
europepmc   +1 more source

Meta-Learning as a Promising Strategy for Lipid Nanoparticle Optimization and Ionizable Lipid Discovery. [PDF]

Nano Lett
Sieber-Schäfer F, Hagedorn L, Reger L, Möbius K, Winkeljann B, Merkel OM.   +5 more
europepmc   +1 more source