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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

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Papers (including subtopics)

Semi-Supervised Learning with Measure Propagation JMLR 2011
Learning with Structured Sparsity JMLR 2011
A Simpler Approach to Matrix Completion JMLR 2011
Convergence of Distributed Asynchronous Learning Vector Quantization Algorithms JMLR 2011
Unmanned Aircraft Collision Avoidance using Continuous-State POMDPs RSS 2011
Exploiting Variable Stiffness in Explosive Movement Tasks RSS 2011
Automatic Calibration of Multiple Coplanar Sensors RSS 2011
Model-Based Proprioceptive State Estimation for Spring-Mass Running RSS 2011
Probabilistic Analysis of Correctness of High-Level Robot Behavior with Sensor Error RSS 2011
Real-time prioritized kinematic control under inequality constraints for redundant manipulators RSS 2011
Global Motion Planning under Uncertain Motion, Sensing, and Environment Map RSS 2011
Multi-Level Partitioning and Distribution of the Assignment Problem for Large-Scale Multi-Robot Task Allocation RSS 2011
A Serial Approach to Handling High-Dimensional Measurements in the Sigma-Point Kalman Filter RSS 2011
Finite-Time Regional Verification of Stochastic Nonlinear Systems RSS 2011
Tracking-Based Semi-Supervised Learning RSS 2011
Agnostic Active Learning Without Constraints NIPS 2010
A Dirty Model for Multi-task Learning NIPS 2010
Generative Local Metric Learning for Nearest Neighbor Classification NIPS 2010
Relaxed Clipping: A Global Training Method for Robust Regression and Classification NIPS 2010
Linear readout from a neural population with partial correlation data NIPS 2010
On Herding and the Perceptron Cycling Theorem NIPS 2010
Tiled convolutional neural networks NIPS 2010
Decomposing Isotonic Regression for Efficiently Solving Large Problems NIPS 2010
Learning Kernels with Radiuses of Minimum Enclosing Balls NIPS 2010
Label Embedding Trees for Large Multi-Class Tasks NIPS 2010