Ingo Steinwart - Publications, H-index & Citations

Ingo Steinwart

University of Stuttgart

33H指数

142论文数

4.1K被引数

收录论文 10

发表时间

Empirical risk minimization in the interpolating regime with application to neural network learning 插值区间中的经验风险最小化及其在神经网络学习中的应用

MACHINE LEARNING

IF2.9

2025-02-21

OAAI

Muecke, Nicole; Steinwart, Ingo

Exploring chemical and conformational spaces by batch mode deep active learning 通过批处理模式深度主动学习探索化学和构象空间

DIGITAL DISCOVERY

IF5.6

2022-01-01

OAAI

Zaverkin, Viktor; Holzmueller, David; Steinwart, Ingo; Kaestner, Johannes

ADAPTIVE LEARNING RATES FOR SUPPORT VECTOR MACHINES WORKING ON DATA WITH LOW INTRINSIC DIMENSION 支持向量机处理低固有维数数据的自适应学习率

ANNALS OF STATISTICS

IF3.7

2021-12-01

OAAI

Hamm, Thomas; Steinwart, Ingo

Fast and Sample-Efficient Interatomic Neural Network Potentials for Molecules and Materials Based on Gaussian Moments

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2021-09-29

OAAI

Zaverkin, Viktor; Holzmueller, David; Steinwart, Ingo; Kaestner, Johannes

Learning rates for kernel-based expectile regression

MACHINE LEARNING

IF2.9

2018-09-20

OAAI

Farooq, Muhammad; Steinwart, Ingo

A BERNSTEIN-TYPE INEQUALITY FOR SOME MIXING PROCESSES AND DYNAMICAL SYSTEMS WITH AN APPLICATION TO LEARNING

ANNALS OF STATISTICS

IF3.7

2017-04-01

OAAI

Hang, Hanyuan; Steinwart, Ingo

FULLY ADAPTIVE DENSITY-BASED CLUSTERING 完全自适应的基于密度的聚类

ANNALS OF STATISTICS

IF3.7

2015-10-01

OAAI

Steinwart, Ingo

CONSISTENCY OF SUPPORT VECTOR MACHINES FOR FORECASTING THE EVOLUTION OF AN UNKNOWN ERGODIC DYNAMICAL SYSTEM FROM OBSERVATIONS WITH UNKNOWN NOISE

ANNALS OF STATISTICS

IF3.7

2009-04-01

OAAI

Steinwart, Ingo; Anghel, Marian

Fast rates for support vector machines using gaussian kernels'

ANNALS OF STATISTICS

IF3.7

2007-04-01

203

OAAI

Steinwart, Ingo; Scovel, Clint

Stability of unstable learning algorithms

MACHINE LEARNING

IF2.9

2007-03-30

OAAI

Hush, Don; Scovel, Clint; Steinwart, Ingo

研究方向