conftrace_
← Topics

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
73
527
1644
10862
15958
'00
'05
'10
'15
'20
'25

Papers (including subtopics)

Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation NIPS 2011
From Stochastic Nonlinear Integrate-and-Fire to Generalized Linear Models NIPS 2011
Generalised Coupled Tensor Factorisation NIPS 2011
Prismatic Algorithm for Discrete D.C. Programming Problem NIPS 2011
Analysis and Improvement of Policy Gradient Estimation NIPS 2011
On Tracking The Partition Function NIPS 2011
Portmanteau Vocabularies for Multi-Cue Image Representation NIPS 2011
Algorithms for Hyper-Parameter Optimization NIPS 2011
Finite Time Analysis of Stratified Sampling for Monte Carlo NIPS 2011
Online Submodular Set Cover, Ranking, and Repeated Active Learning NIPS 2011
The Fast Convergence of Boosting NIPS 2011
See the Tree Through the Lines: The Shazoo Algorithm NIPS 2011
t-divergence Based Approximate Inference NIPS 2011
Boosting with Maximum Adaptive Sampling NIPS 2011
Inverting Grice's Maxims to Learn Rules from Natural Language Extractions NIPS 2011
Efficient anomaly detection using bipartite k-NN graphs NIPS 2011
Shallow vs. Deep Sum-Product Networks NIPS 2011
Expressive Power and Approximation Errors of Restricted Boltzmann Machines NIPS 2011
Directed Graph Embedding: an Algorithm based on Continuous Limits of Laplacian-type Operators NIPS 2011
Information Rates and Optimal Decoding in Large Neural Populations NIPS 2011
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization NIPS 2011
Co-Training for Domain Adaptation NIPS 2011
Learning to Agglomerate Superpixel Hierarchies NIPS 2011
Structured Learning for Cell Tracking NIPS 2011
Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices NIPS 2011