Research Explorer
Papers
Trends
Conferences
Explore
Authors
Topics
Keywords
Papers
Trends
Conferences
Explore
Authors
Topics
Keywords
Achievements
About
Methodology
← Optimization & Theory
Machine Learning
›
Optimization & Theory
›
Optimization
14207 directly classified papers
Papers per year
2001: 10
2002: 9
2003: 16
2004: 6
2005: 16
2006: 58
2007: 67
2008: 72
2009: 84
2010: 106
2011: 132
2012: 164
2013: 333
2014: 295
2015: 310
2016: 380
2017: 509
2018: 669
2019: 1072
2020: 1217
2021: 1489
2022: 1470
2023: 1746
2024: 1819
2025: 1567
2026: 591
Papers
Shape from Silhouette Probability Maps: Reconstruction of Thin Objects in the Presence of Silhouette Extraction and Calibration Error
CVPR 2013
Optimal Geometric Fitting under the Truncated L2-Norm
CVPR 2013
Continuous Inference in Graphical Models with Polynomial Energies
CVPR 2013
Multi-target Tracking by Lagrangian Relaxation to Min-cost Network Flow
CVPR 2013
Underwater Camera Calibration Using Wavelength Triangulation
CVPR 2013
Universality of the Local Marginal Polytope
CVPR 2013
Data-driven Distributionally Robust Polynomial Optimization
NIPS 2013
Direct 0-1 Loss Minimization and Margin Maximization with Boosting
NIPS 2013
Cloud Motion as a Calibration Cue
CVPR 2013
Sparse Inverse Covariance Estimation with Calibration
NIPS 2013
On the Complexity and Approximation of Binary Evidence in Lifted Inference
NIPS 2013
Learning the beta-Divergence in Tweedie Compound Poisson Matrix Factorization Models
ICML 2013
Safe Screening of Non-Support Vectors in Pathwise SVM Computation
ICML 2013
The Cross-Entropy Method Optimizes for Quantiles
ICML 2013
Intersecting singularities for multi-structured estimation
ICML 2013
O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions
ICML 2013
Algorithms for Direct 0–1 Loss Optimization in Binary Classification
ICML 2013
Mini-Batch Primal and Dual Methods for SVMs
ICML 2013
Scaling the Indian Buffet Process via Submodular Maximization
ICML 2013
Quantile Regression for Large-scale Applications
ICML 2013
Exact Rule Learning via Boolean Compressed Sensing
ICML 2013
Learning Heteroscedastic Models by Convex Programming under Group Sparsity
ICML 2013
An Efficient Posterior Regularized Latent Variable Model for Interactive Sound Source Separation
ICML 2013
A Fast and Exact Energy Minimization Algorithm for Cycle MRFs
ICML 2013
One-Bit Compressed Sensing: Provable Support and Vector Recovery
ICML 2013
<
1
…
527
528
529
…
569
>