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Mathematics & Optimization

16,944 papers (0 classified directly here)

Subtopics

Optimization (12,959) Mathematics (5,735) Probability (519) Statistics (265) Discrete Mathematics (15)

Papers per year

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Papers (including subtopics)

Improved Algorithms for Linear Stochastic Bandits NIPS 2011
From Bandits to Experts: On the Value of Side-Observations NIPS 2011
An Empirical Evaluation of Thompson Sampling NIPS 2011
Efficient Offline Communication Policies for Factored Multiagent POMDPs NIPS 2011
Maximal Cliques that Satisfy Hard Constraints with Application to Deformable Object Model Learning NIPS 2011
Quasi-Newton Methods for Markov Chain Monte Carlo NIPS 2011
Inference in continuous-time change-point models NIPS 2011
Universal low-rank matrix recovery from Pauli measurements NIPS 2011
A Convergence Analysis of Log-Linear Training NIPS 2011
On the accuracy of l1-filtering of signals with block-sparse structure NIPS 2011
Randomized Algorithms for Comparison-based Search NIPS 2011
Non-parametric Group Orthogonal Matching Pursuit for Sparse Learning with Multiple Kernels NIPS 2011
Distributed Delayed Stochastic Optimization NIPS 2011
Contextual Gaussian Process Bandit Optimization NIPS 2011
Learning with the weighted trace-norm under arbitrary sampling distributions NIPS 2011
Reconstructing Patterns of Information Diffusion from Incomplete Observations NIPS 2011
Submodular Multi-Label Learning NIPS 2011
Collective Graphical Models NIPS 2011
Sparse Estimation with Structured Dictionaries NIPS 2011
Newtron: an Efficient Bandit algorithm for Online Multiclass Prediction NIPS 2011
How biased are maximum entropy models? NIPS 2011
Gaussian process modulated renewal processes NIPS 2011
Greedy Algorithms for Structurally Constrained High Dimensional Problems NIPS 2011
Continuous Rapid Action Value Estimates ACML 2011
A General Linear Non-Gaussian State-Space Model: Identifiability, Identification, and Applications ACML 2011