Works matching IS 08856125 AND DT 2024 AND VI 113 AND IP 1

Results: 13

Holistic deep learning.

Published in:

Machine Learning, 2024, v. 113, n. 1, p. 159, doi. 10.1007/s10994-023-06482-y

By:

Bertsimas, Dimitris;
Villalobos Carballo, Kimberly;
Boussioux, Léonard;
Li, Michael Lingzhi;
Paskov, Alex;
Paskov, Ivan

Publication type:

Article

Upper and lower bounds for complete linkage in general metric spaces.

Published in:

Machine Learning, 2024, v. 113, n. 1, p. 489, doi. 10.1007/s10994-023-06486-8

By:

Arutyunova, Anna;
Großwendt, Anna;
Röglin, Heiko;
Schmidt, Melanie;
Wargalla, Julian

Publication type:

Article

Explainable reinforcement learning (XRL): a systematic literature review and taxonomy.

Published in:

Machine Learning, 2024, v. 113, n. 1, p. 355, doi. 10.1007/s10994-023-06479-7

By:

Bekkemoen, Yanzhe

Publication type:

Article

Feature extractor stacking for cross-domain few-shot learning.

Published in:

Machine Learning, 2024, v. 113, n. 1, p. 121, doi. 10.1007/s10994-023-06483-x

By:

Wang, Hongyu;
Frank, Eibe;
Pfahringer, Bernhard;
Mayo, Michael;
Holmes, Geoffrey

Publication type:

Article

Continual variational dropout: a view of auxiliary local variables in continual learning.

Published in:

Machine Learning, 2024, v. 113, n. 1, p. 281, doi. 10.1007/s10994-023-06487-7

By:

Hai, Nam Le;
Nguyen, Trang;
Van, Linh Ngo;
Nguyen, Thien Huu;
Than, Khoat

Publication type:

Article

Balancing policy constraint and ensemble size in uncertainty-based offline reinforcement learning.

Published in:

Machine Learning, 2024, v. 113, n. 1, p. 443, doi. 10.1007/s10994-023-06458-y

By:

Beeson, Alex;
Montana, Giovanni

Publication type:

Article

Active learning for data streams: a survey.

Published in:

Machine Learning, 2024, v. 113, n. 1, p. 185, doi. 10.1007/s10994-023-06454-2

By:

Cacciarelli, Davide;
Kulahci, Murat

Publication type:

Article

Multi-armed bandits with dependent arms.

Published in:

Machine Learning, 2024, v. 113, n. 1, p. 45, doi. 10.1007/s10994-023-06457-z

By:

Singh, Rahul;
Liu, Fang;
Sun, Yin;
Shroff, Ness

Publication type:

Article

Discordance minimization-based imputation algorithms for missing values in rating data.

Published in:

Machine Learning, 2024, v. 113, n. 1, p. 241, doi. 10.1007/s10994-023-06452-4

By:

Park, Young Woong;
Kim, Jinhak;
Zhu, Dan

Publication type:

Article

Efficient zeroth-order proximal stochastic method for nonconvex nonsmooth black-box problems.

Published in:

Machine Learning, 2024, v. 113, n. 1, p. 97, doi. 10.1007/s10994-023-06409-7

By:

Kazemi, Ehsan;
Wang, Liqiang

Publication type:

Article

Graph similarity learning for change-point detection in dynamic networks.

Published in:

Machine Learning, 2024, v. 113, n. 1, p. 1, doi. 10.1007/s10994-023-06405-x

By:

Sulem, Déborah;
Kenlay, Henry;
Cucuringu, Mihai;
Dong, Xiaowen

Publication type:

Article

Manas: multi-agent neural architecture search.

Published in:

Machine Learning, 2024, v. 113, n. 1, p. 73, doi. 10.1007/s10994-023-06379-w

By:

Lopes, Vasco;
Carlucci, Fabio Maria;
Esperança, Pedro M.;
Singh, Marco;
Yang, Antoine;
Gabillon, Victor;
Xu, Hang;
Chen, Zewei;
Wang, Jun

Publication type:

Article

Consensus–relevance kNN and covariate shift mitigation.

Published in:

Machine Learning, 2024, v. 113, n. 1, p. 325, doi. 10.1007/s10994-023-06378-x

By:

Kalpakis, Konstantinos

Publication type:

Article