Theory
109 papers
Papers per year
1
1
1
1
5
1
4
8
8
13
9
12
18
8
12
3
4
'10
'15
'20
'25
Papers
A Differential Equation for Modeling Nesterov’s Accelerated Gradient Method: Theory and Insights
NeurIPS 2014
Minimal Solvers for Relative Pose with a Single Unknown Radial Distortion
CVPR 2014
On the Convergence Rate of Decomposable Submodular Function Minimization
NeurIPS 2014
Sparse Polynomial Learning and Graph Sketching
NeurIPS 2014
Tight Bounds for Influence in Diffusion Networks and Application to Bond Percolation and Epidemiology
NeurIPS 2014
Curvature and Optimal Algorithms for Learning and Minimizing Submodular Functions
NeurIPS 2013
Learning Halfspaces with the Zero-One Loss: Time-Accuracy Tradeoffs
NeurIPS 2012
Optimistic Optimization of a Deterministic Function without the Knowledge of its Smoothness
NeurIPS 2011
Sample Complexity of Testing the Manifold Hypothesis
NeurIPS 2010