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kernel classification

8 papers

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Co-occurring keywords

support vector machine (978) kernel methods (1097) oracle inequality (46) density estimation (398) statistical learning theory (82) generalization error (285) multi-view learning (391) statistical performance guarantees (1) classification consistency (5) minimum incremental coding length (1)

Papers

Multi-View Randomized Kernel Classification via Nonconvex Optimization AAAI 2024
Kernel Memory Networks: A Unifying Framework for Memory Modeling NIPS 2022
Linear and Kernel Classification in the Streaming Model: Improved Bounds for Heavy Hitters NIPS 2021
Time-Accuracy Tradeoffs in Kernel Prediction: Controlling Prediction Quality JMLR 2017
Joint Harmonic Functions and Their Supervised Connections JMLR 2013
Performance analysis for L\_2 kernel classification NIPS 2008
Classification via Minimum Incremental Coding Length (MICL) NIPS 2007
An Oracle Inequality for Clipped Regularized Risk Minimizers NIPS 2006