Jason Weston

91 papers · 17.3k indexed citations

Standout Papers

Gene Selection for Cancer Classification using Support Vector Machines (2002)
Isabelle Guyon, Jason Weston et al. Machine Learning
Learning with Local and Global Consistency (2003)
Dengyong Zhou, Olivier Bousquet et al. MPG.PuRe (Max Planck Society)
Semi-supervised learning for peptide identification from shotgun proteomics datasets (2007)
Lukas Käll, Jesse D. Canterbury et al. Nature Methods
Fisher discriminant analysis with kernels (2003)
Mika Sirén, Gunnar Rätsch et al. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)
Feature Selection for SVMs (2000)
Jason Weston, Sayan Mukherjee et al. UCL Discovery (University College London)
A User’s Guide to Support Vector Machines (2009)
Asa Ben‐Hur, Jason Weston Methods in molecular biology
A semantic matching energy function for learning with multi-relational data (2013)
Antoine Bordes, Xavier Glorot et al. Machine Learning

26 by Nobel laureates 20 from Science/Nature 84 standout

Sub-graph 1 of 20

Analysis of DIA proteomics data using MSFragger-DIA and FragPipe computational platform

2023 Standout

Hallucinating symmetric protein assemblies

2022 StandoutScienceNobel

19 intermediate papers

Semi-supervised learning for peptide identification from shotgun proteomics datasets

2007 Standout

Author				Papers	Cites
Jason Weston	6474	4948	5087	91	17.3k
Nello Cristianini	7581	5015	5721	254	24.7k
Laurens van der Maaten	8629	6756	4074	36	23.2k
Brendan J. Frey	3669	2189	10042	120	19.4k
John Shawe‐Taylor	11202	6976	2568	262	24.8k
J. A. Hartigan	5478	2473	2610	82	19.0k
Alex Smola	9645	4970	1396	89	25.0k
Teuvo Kohonen	12933	6109	2686	76	29.4k
Christopher J. C. Burges	5770	4492	1702	21	16.2k
Alexander J. Smola	7780	6058	1819	57	17.8k
Isabelle Guyon	4125	2784	2556	81	10.6k

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