Zobrazeno 1 - 10
of 23
pro vyhledávání: '"Ian Fischer"'
Autor:
Schilling, Ian Fischer, Sahin, Serdar, Leroux, Camille, Cipriano, Antonio Maria, Jego, Christophe
This paper presents a comprehensive study and implementations onto FPGA device of an Expectation Propagation (EP)-based receiver for QPSK, 8-PSK, and 16-QAM. To the best of our knowledge, this is the first for this kind of receiver. The receiver impl
Externí odkaz:
http://arxiv.org/abs/2406.07934
Autor:
Ian Fischer, Alexander A. Alemi
Publikováno v:
Entropy, Vol 22, Iss 10, p 1081 (2020)
Intuitively, one way to make classifiers more robust to their input is to have them depend less sensitively on their input. The Information Bottleneck (IB) tries to learn compressed representations of input that are still predictive. Scaling up IB ap
Externí odkaz:
https://doaj.org/article/58571da5045b4d7e8d4e0d604ddb3f32
Autor:
Ian Fischer
Publikováno v:
Entropy, Vol 22, Iss 9, p 999 (2020)
Much of the field of Machine Learning exhibits a prominent set of failure modes, including vulnerability to adversarial examples, poor out-of-distribution (OoD) detection, miscalibration, and willingness to memorize random labelings of datasets. We c
Externí odkaz:
https://doaj.org/article/7273e4924c68434e83dd9fda7389ec26
Publikováno v:
Entropy, Vol 21, Iss 10, p 924 (2019)
The Information Bottleneck (IB) method provides an insightful and principled approach for balancing compression and prediction for representation learning. The IB objective I ( X ; Z ) - β I ( Y ; Z ) employs a Lagrange multiplier β to tune this tr
Externí odkaz:
https://doaj.org/article/9b93e5151888417bb3bba3cd5ab8e20b
Publikováno v:
Journal of Psychiatric Research.
Autor:
Alison H. Oliveto, Patricia Wright, Nihit Kumar, Srinivasa Gokarakonda, Ian Fischer-Laycock, Joseph Williams, Ronald G. Thompson
Publikováno v:
Games Health J
OBJECTIVE: This study assessed the initial acceptability of SafeUse, a game-based opioid misuse prevention intervention for delivery via smartphone among adolescents. Evidence-based educational and refusal skills training materials were adapted, and
Publikováno v:
IFAC-PapersOnLine. 55:712-717
Dissertation/ Thesis
Autor:
Ian Fischer (5931044)
While research links the presence of meaning in life to better psychological well-being, the relationship between the search for meaning and psychological well-being is less clear. The search for meaning is generally thought to be psychologically dis
Publikováno v:
Machine Learning and Knowledge Discovery in Databases ISBN: 9783030676636
ECML/PKDD (3)
ECML/PKDD (3)
We propose a new method for learning image attention masks in a semi-supervised setting based on the Information Bottleneck principle. Provided with a set of labeled images, the mask generation model is minimizing mutual information between the input
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a954338319799b056478fb97ba02323e
https://doi.org/10.1007/978-3-030-67664-3_32
https://doi.org/10.1007/978-3-030-67664-3_32