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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)

Adaptive Bandits: Towards the best history-dependent strategy AISTATS 2011
Generative Modeling for Maximizing Precision and Recall in Information Visualization AISTATS 2011
Faithfulness in Chain Graphs: The Gaussian Case AISTATS 2011
Directional Statistics on Permutations AISTATS 2011
On the Estimation of $\alpha$-Divergences AISTATS 2011
Improved Regret Guarantees for Online Smooth Convex Optimization with Bandit Feedback AISTATS 2011
Mixed Cumulative Distribution Networks AISTATS 2011
Information Theoretical Clustering via Semidefinite Programming AISTATS 2011
Lightweight Implementations of Probabilistic Programming Languages Via Transformational Compilation AISTATS 2011
Efficient variable selection in support vector machines via the alternating direction method of multipliers AISTATS 2011
A Finite Newton Algorithm for Non-degenerate Piecewise Linear Systems AISTATS 2011
An Instantiation-Based Theorem Prover for First-Order Programming AISTATS 2011
Generalization Bound for Infinitely Divisible Empirical Process AISTATS 2011
Multi-Label Output Codes using Canonical Correlation Analysis AISTATS 2011
Semi-supervised Learning by Higher Order Regularization AISTATS 2011
Competitive Closeness Testing COLT 2011
Minimax Policies for Combinatorial Prediction Games COLT 2011
Minimax Regret of Finite Partial-Monitoring Games in Stochastic Environments COLT 2011
Complexity-Based Approach to Calibration with Checking Rules COLT 2011
Sparsity Regret Bounds for Individual Sequences in Online Linear Regression COLT 2011
Beyond the regret minimization barrier: an optimal algorithm for stochastic strongly-convex optimization COLT 2011
A New Algorithm for Compressed Counting with Applications in Shannon Entropy Estimation in Dynamic Data COLT 2011
A Finite-Time Analysis of Multi-armed Bandits Problems with Kullback-Leibler Divergences COLT 2011
Robust approachability and regret minimization in games with partial monitoring COLT 2011
Online Learning: Beyond Regret COLT 2011