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kernel-based methods

3 papers

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Co-occurring keywords

kernel methods (1097) online reinforcement learning (45) quadratic optimization (28) support vector machine (978) learning rate (192) minimax lower bound (40) kernel complexity (1) target-kernel alignment (1) spectral truncation (3) fixed-point algorithm (8)

Papers

On the Target-kernel Alignment: a Unified Analysis with Kernel Complexity NIPS 2024
On-line Reinforcement Learning Using Incremental Kernel-Based Stochastic Factorization NIPS 2012
On the Algorithmic Implementation of Multiclass Kernel-based Vector Machines JMLR 2001