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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)

Deep Coding Network NIPS 2010
Transduction with Matrix Completion: Three Birds with One Stone NIPS 2010
Extended Bayesian Information Criteria for Gaussian Graphical Models NIPS 2010
Estimating Spatial Layout of Rooms using Volumetric Reasoning about Objects and Surfaces NIPS 2010
Large Margin Multi-Task Metric Learning NIPS 2010
Evaluating neuronal codes for inference using Fisher information NIPS 2010
Guaranteed Rank Minimization via Singular Value Projection NIPS 2010
Double Q-learning NIPS 2010
Generalized roof duality and bisubmodular functions NIPS 2010
Efficient and Robust Feature Selection via Joint ℓ2,1-Norms Minimization NIPS 2010
Repeated Games against Budgeted Adversaries NIPS 2010
Switching state space model for simultaneously estimating state transitions and nonstationary firing rates NIPS 2010
Why are some word orders more common than others? A uniform information density account NIPS 2010
Getting lost in space: Large sample analysis of the resistance distance NIPS 2010
Multiparty Differential Privacy via Aggregation of Locally Trained Classifiers NIPS 2010
Convex Multiple-Instance Learning by Estimating Likelihood Ratio NIPS 2010
Short-term memory in neuronal networks through dynamical compressed sensing NIPS 2010
The Multidimensional Wisdom of Crowds NIPS 2010
Boosting Classifier Cascades NIPS 2010
Implicitly Constrained Gaussian Process Regression for Monocular Non-Rigid Pose Estimation NIPS 2010
Effects of Synaptic Weight Diffusion on Learning in Decision Making Networks NIPS 2010
Interval Estimation for Reinforcement-Learning Algorithms in Continuous-State Domains NIPS 2010
Object Bank: A High-Level Image Representation for Scene Classification & Semantic Feature Sparsification NIPS 2010
Reward Design via Online Gradient Ascent NIPS 2010
Universal Consistency of Multi-Class Support Vector Classification NIPS 2010