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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)

Conditional Random Field Autoencoders for Unsupervised Structured Prediction NIPS 2014
Stochastic Gradient Descent, Weighted Sampling, and the Randomized Kaczmarz algorithm NIPS 2014
Learning Mixed Multinomial Logit Model from Ordinal Data NIPS 2014
Multiscale Fields of Patterns NIPS 2014
Robust Kernel Density Estimation by Scaling and Projection in Hilbert Space NIPS 2014
Bayesian Sampling Using Stochastic Gradient Thermostats NIPS 2014
A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input NIPS 2014
Multi-Class Deep Boosting NIPS 2014
Neural Word Embedding as Implicit Matrix Factorization NIPS 2014
Robust Bayesian Max-Margin Clustering NIPS 2014
Scalable Inference for Neuronal Connectivity from Calcium Imaging NIPS 2014
A framework for studying synaptic plasticity with neural spike train data NIPS 2014
A Representation Theory for Ranking Functions NIPS 2014
A Residual Bootstrap for High-Dimensional Regression with Near Low-Rank Designs NIPS 2014
Self-Adaptable Templates for Feature Coding NIPS 2014
DFacTo: Distributed Factorization of Tensors NIPS 2014
Learning From Weakly Supervised Data by The Expectation Loss SVM (e-SVM) algorithm NIPS 2014
Spectral Learning of Mixture of Hidden Markov Models NIPS 2014
Simple MAP Inference via Low-Rank Relaxations NIPS 2014
Signal Aggregate Constraints in Additive Factorial HMMs, with Application to Energy Disaggregation NIPS 2014
Just-In-Time Learning for Fast and Flexible Inference NIPS 2014
Spectral Methods for Supervised Topic Models NIPS 2014
A Synaptical Story of Persistent Activity with Graded Lifetime in a Neural System NIPS 2014
Extremal Mechanisms for Local Differential Privacy NIPS 2014
Streaming, Memory Limited Algorithms for Community Detection NIPS 2014