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Approximation Algorithms

110 directly classified papers

Papers per year

Papers

When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity NIPS 2013
Approximating Concavely Parameterized Optimization Problems NIPS 2012
Scalable Training of Mixture Models via Coresets NIPS 2011
An Application of Tree-Structured Expectation Propagation for Channel Decoding NIPS 2011
Approximating Semidefinite Programs in Sublinear Time NIPS 2011
Convergent Bounds on the Euclidean Distance NIPS 2011
Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method NIPS 2008
MAS: a multiplicative approximation scheme for probabilistic inference NIPS 2008
Automatic online tuning for fast Gaussian summation NIPS 2008
Random Features for Large-Scale Kernel Machines NIPS 2007