conftrace_

kernel combination

7 papers

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Co-occurring keywords

kernel methods (1097) multiple kernel learning (80) geometric optimization (25) support vector machine (978) convergence guarantee (169) bayesian neural network (201) attention head (146) kernel function (40) time-series prediction (10) multi-head self-attention (37)

Papers

Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers NIPS 2024
Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions UAI 2019
Modelling the Working Week for Multi-Step Forecasting using Gaussian Process Regression IJCAI 2017
A Geometric Algorithm for Scalable Multiple Kernel Learning AISTATS 2014
A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning ICML 2013
Multiple Kernel Learning Algorithms JMLR 2011
Learning Non-Linear Combinations of Kernels NIPS 2009