John Shawe-Taylor
33 papers · 1997–2026 · 10 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 15 separate collaboration groups - the largest holds only 18% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
Achievements are not shown for a combined profile - each one describes a single researcher's record, which this is not.
Which John Shawe-Taylor?
6 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Tom Diethe, Mario Marchand, Zakria Hussain
5 papers
· 2002–2012
· AISTATS, JMLR
Hide ▲
Data dependent kernels in nearly-linear time
AISTATS 2012
Revised Loss Bounds for the Set Covering Machine and Sample-Compression Loss Bounds for Imbalanced Data
JMLR 2007
Matching Pursuit Kernel Fisher Discriminant Analysis
AISTATS 2005
PAC-Bayes Analysis Of Maximum Entropy Classification
AISTATS 2005
The Set Covering Machine
JMLR 2002
9 papers whose co-authors appear nowhere else under this name
Human-AI Coevolution (Abstract Reprint)
IJCAI 2025
Controlling Multiple Errors Simultaneously with a PAC-Bayes Bound
NeurIPS 2024
Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding
EMNLP 2018
Smooth Operators
ICML 2013
Introduction to the Special Topic on Grammar Induction, Representation of Language and Language Learning
JMLR 2011
Content-based Image Retrieval with Multinomial Relevance Feedback
ACML 2010
Introduction to the Special Issue on Machine Learning Methods for Text and Images
JMLR 2003
A Framework for Probability Density Estimation
AISTATS 1999
Gaussian Process Approximations of Stochastic Differential Equations
AISTATS 1997