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Support Vector Machine Classification with Indefinite Kernels

Mathematical Programming Computation (MPC), 2007

1 April 2008

Ronny Luss

Alexandre d’Aspremont

ArXiv (abs)PDF HTML

Papers citing "Support Vector Machine Classification with Indefinite Kernels"

23 / 23 papers shown

Symmetry-Aware Bayesian Optimization via Max Kernels

126

29 Sep 2025

Support Vector Machine Kernels as Quantum Propagators

Nan-Hong Kuo

Renata Wong

192

16 Feb 2025

A Spectral Framework for Evaluating Geodesic Distances Between Graphs

S. S. Shuvo

Ali Aghdaei

Zhuo Feng

376

15 Jun 2024

On Statistical Properties of Sharpness-Aware Minimization: Provable Guarantees

Kayhan Behdin

Rahul Mazumder

497

23 Feb 2023

Tree Mover's Distance: Bridging Graph Metrics and Stability of Graph Neural NetworksNeural Information Processing Systems (NeurIPS), 2022

Ching-Yao Chuang

Stefanie Jegelka

OOD

243

04 Oct 2022

On a linear fused Gromov-Wasserstein distance for graph structured dataPattern Recognition (Pattern Recogn.), 2022

Dai Hai Nguyen

Koji Tsuda

209

09 Mar 2022

Weisfeiler-Lehman meets Gromov-WassersteinInternational Conference on Machine Learning (ICML), 2022

307

05 Feb 2022

Revisiting Memory Efficient Kernel Approximation: An Indefinite Learning Perspective

Simon Heilig

Maximilian Münch

Frank-Michael Schleif

271

18 Dec 2021

A Regularized Wasserstein Framework for Graph Kernels

Asiri Wijesinghe

Qing Wang

Stephen Gould

215

06 Oct 2021

Transformers are Deep Infinite-Dimensional Non-Mercer Binary Kernel Machines

Matthew A. Wright

Joseph E. Gonzalez

297

02 Jun 2021

Towards understanding the power of quantum kernels in the NISQ eraQuantum (Quantum), 2021

393

31 Mar 2021

A contribution to Optimal Transport on incomparable spaces

Titouan Vayer

397

09 Nov 2020

Radial basis function kernel optimization for Support Vector Machine classifiers

Karl Thurnhofer-Hemsi

Ezequiel López-Rubio

Miguel A. Molina-Cabello

Kayvan Najarian

16 Jul 2020

From deep to Shallow: Equivalent Forms of Deep Networks in Reproducing Kernel Krein Space and Indefinite Support Vector Machines

261

15 Jul 2020

An Overview of Distance and Similarity Functions for Structured DataArtificial Intelligence Review (AI Review), 2020

Santiago Ontañón

243

18 Feb 2020

Fused Gromov-Wasserstein distance for structured objects: theoretical foundations and mathematical properties

295

173

07 Nov 2018

Optimal Transport for structured data with application on graphs

344

326

23 May 2018

Supervised Learning with Indefinite Topological Kernels

T. Padellini

P. Brutti

249

20 Sep 2017

Identifying networks with common organizational principles

202

02 Apr 2017

Supervised Metric Learning with Generalization Guarantees

A. Bellet

389

17 Jul 2013

Supervised Learning with Similarity FunctionsNeural Information Processing Systems (NeurIPS), 2012

Purushottam Kar

Prateek Jain

165

22 Oct 2012

Kernels on Sample Sets via Nonparametric Divergence Estimates

421

01 Feb 2012

Positive Definite Kernels in Machine Learning

Marco Cuturi

VLM

365

28 Nov 2009