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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)

A Convex-Concave Relaxation Procedure Based Subgraph Matching Algorithm ACML 2012
QBoost: Large Scale Classifier Training withAdiabatic Quantum Optimization ACML 2012
Conditional Validity of Inductive Conformal Predictors ACML 2012
Multi-objective Monte-Carlo Tree Search ACML 2012
Online Rank Aggregation ACML 2012
Online-to-Confidence-Set Conversions and Application to Sparse Stochastic Bandits AISTATS 2012
Discriminative Mixtures of Sparse Latent Fields for Risk Management AISTATS 2012
Memory-efficient inference in dynamic graphical models using multiple cores AISTATS 2012
Graphlet decomposition of a weighted network AISTATS 2012
Minimax rates for homology inference AISTATS 2012
A General Framework for Structured Sparsity via Proximal Optimization AISTATS 2012
Controlling Selection Bias in Causal Inference AISTATS 2012
Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing AISTATS 2012
A Family of MCMC Methods on Implicitly Defined Manifolds AISTATS 2012
On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models AISTATS 2012
Bandit Theory meets Compressed Sensing for high dimensional Stochastic Linear Bandit AISTATS 2012
Structured Sparse Canonical Correlation Analysis AISTATS 2012
Wilks’ phenomenon and penalized likelihood-ratio test for nonparametric curve registration AISTATS 2012
There’s a Hole in My Data Space: Piecewise Predictors for Heterogeneous Learning Problems AISTATS 2012
Deterministic Annealing for Semi-Supervised Structured Output Learning AISTATS 2012
Generic Methods for Optimization-Based Modeling AISTATS 2012
Lifted coordinate descent for learning with trace-norm regularization AISTATS 2012
Error bounds for Kernel Fisher Linear Discriminant in Gaussian Hilbert space AISTATS 2012
Lightning-speed Structure Learning of Nonlinear Continuous Networks AISTATS 2012
No Internal Regret via Neighborhood Watch AISTATS 2012