conftrace_

Machine Learning

121,146 papers (10 classified directly here)

Subtopics

Learning Types (52,936) Core Methods (48,729) Optimization & Theory (36,874) Application Areas (31,658) Bayesian & Probabilistic (3,963) Learning Paradigms (2,054)

Papers per year

5
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527
1644
10862
15958
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Papers (including subtopics)

Multi-Manifold Modeling in Non-Euclidean spaces AISTATS 2015
Trend Filtering on Graphs AISTATS 2015
A Greedy Homotopy Method for Regression with Nonconvex Constraints AISTATS 2015
Understanding and Evaluating Sparse Linear Discriminant Analysis AISTATS 2015
Stochastic Block Transition Models for Dynamic Networks AISTATS 2015
Majorization-Minimization for Manifold Embedding AISTATS 2015
A la Carte – Learning Fast Kernels AISTATS 2015
Minimizing Nonconvex Non-Separable Functions AISTATS 2015
A Simple Homotopy Algorithm for Compressive Sensing AISTATS 2015
Scalable Nonparametric Multiway Data Analysis AISTATS 2015
Infinite Edge Partition Models for Overlapping Community Detection and Link Prediction AISTATS 2015
Power-Law Graph Cuts AISTATS 2015
The Log-Shift Penalty for Adaptive Estimation of Multiple Gaussian Graphical Models AISTATS 2015
Open Problem: Restricted Eigenvalue Condition for Heavy Tailed Designs COLT 2015
Open Problem: The landscape of the loss surfaces of multilayer networks COLT 2015
Open Problem: The Oracle Complexity of Smooth Convex Optimization in Nonstandard Settings COLT 2015
Open Problem: Online Sabotaged Shortest Path COLT 2015
Open Problem: Learning Quantum Circuits with Queries COLT 2015
Open Problem: Recursive Teaching Dimension Versus VC Dimension COLT 2015
On Consistent Surrogate Risk Minimization and Property Elicitation COLT 2015
Online Learning with Feedback Graphs: Beyond Bandits COLT 2015
Learning Overcomplete Latent Variable Models through Tensor Methods COLT 2015
Simple, Efficient, and Neural Algorithms for Sparse Coding COLT 2015
Label optimal regret bounds for online local learning COLT 2015
Efficient Learning of Linear Separators under Bounded Noise COLT 2015