Zobrazeno 1 - 10
of 77
pro vyhledávání: '"Jan-Willem van de Meent"'
Autor:
Niklas Smedemark-Margulies, Robin Walters, Heiko Zimmermann, Lucas Laird, Christian van der Loo, Neela Kaushik, Rajmonda Caceres, Jan-Willem van de Meent
Publikováno v:
PLoS Computational Biology, Vol 18, Iss 11, p e1010591 (2022)
Accurate epidemiological models require parameter estimates that account for mobility patterns and social network structure. We demonstrate the effectiveness of probabilistic programming for parameter inference in these models. We consider an agent-b
Externí odkaz:
https://doaj.org/article/5d632ab14b2043df9c08732b71d8b8fe
Publikováno v:
Active Inference ISBN: 9783031287183
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::55c9098a6bee751c42b5c0d74e628e7a
https://doi.org/10.1007/978-3-031-28719-0_25
https://doi.org/10.1007/978-3-031-28719-0_25
Pretraining multimodal models on Electronic Health Records (EHRs) provides a means of learning representations that can transfer to downstream tasks with minimal supervision. Recent multimodal models induce soft local alignments between image regions
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::11810b5c025c0492766f3bf690d7aa12
Autor:
Eli Sennesh, Jordan E. Theriault, Dana H. Brooks, Jan-Willem van de Meent, Lisa Feldman Barrett, Karen S. Quigley
Publikováno v:
Biol Psychol
The brain regulates the body by anticipating its needs and attempting to meet them before they arise – a process called allostasis. Allostasis requires a model of the changing sensory conditions within the body, a process called interoception. In t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::75b8372ef80d3dbb35b4964cfad54121
https://doi.org/10.31234/osf.io/2ymuj
https://doi.org/10.31234/osf.io/2ymuj
Autor:
Niklas Smedemark-Margulies, Robin Walters, Heiko Zimmermann, Lucas Laird, Christian van der Loo, Neela Kaushik, Rajmonda Caceres, Jan-Willem van de Meent
Publikováno v:
PLoS computational biology. 18(11)
Accurate epidemiological models require parameter estimates that account for mobility patterns and social network structure. We demonstrate the effectiveness of probabilistic programming for parameter inference in these models. We consider an agent-b
Representations from large pretrained models such as BERT encode a range of features into monolithic vectors, affording strong predictive accuracy across a multitude of downstream tasks. In this paper we explore whether it is possible to learn disent
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::de9a3f9e611c9e48ec8dc7fd014dadcb
http://arxiv.org/abs/2104.07155
http://arxiv.org/abs/2104.07155
Publikováno v:
NAACL-HLT
Recent work has shown that fine-tuning large networks is surprisingly sensitive to changes in random seed(s). We explore the implications of this phenomenon for model fairness across demographic groups in clinical prediction tasks over electronic hea
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c55ea410641556733eeaa0514773e35e
http://arxiv.org/abs/2104.06338
http://arxiv.org/abs/2104.06338
Publikováno v:
EMNLP
King's College London
Proc Conf Empir Methods Nat Lang Process
King's College London
Proc Conf Empir Methods Nat Lang Process
We propose a method for learning disentangled representations of texts that code for distinct and complementary aspects, with the aim of affording efficient model transfer and interpretability. To induce disentangled embeddings, we propose an adversa
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6044d3d822a2e808dcddb4e1e98dfba4
Publikováno v:
Nucleic Acids Research
The bacterial transcription factor LacI loops DNA by binding to two separate locations on the DNA simultaneously. Despite being one of the best-studied model systems for transcriptional regulation, the number and conformations of loop structures acce
Publikováno v:
IFL
Anglican is a probabilistic programming system designed to interoperate with Clojure and other JVM languages. We introduce the programming language Anglican, outline our design choices, and discuss in depth the implementation of the Anglican language
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1728a7de2c75d5fdd9504d6b06fcb680