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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)

Flexible Transfer Learning under Support and Model Shift NIPS 2014
Controlling privacy in recommender systems NIPS 2014
Spectral Methods for Indian Buffet Process Inference NIPS 2014
On Sparse Gaussian Chain Graph Models NIPS 2014
Feature Cross-Substitution in Adversarial Classification NIPS 2014
A Drifting-Games Analysis for Online Learning and Applications to Boosting NIPS 2014
Hamming Ball Auxiliary Sampling for Factorial Hidden Markov Models NIPS 2014
Causal Inference through a Witness Protection Program NIPS 2014
Permutation Diffusion Maps (PDM) with Application to the Image Association Problem in Computer Vision NIPS 2014
Feedforward Learning of Mixture Models NIPS 2014
Causal Strategic Inference in Networked Microfinance Economies NIPS 2014
Multivariate Regression with Calibration NIPS 2014
Recovery of Coherent Data via Low-Rank Dictionary Pursuit NIPS 2014
On Communication Cost of Distributed Statistical Estimation and Dimensionality NIPS 2014
Real-Time Decoding of an Integrate and Fire Encoder NIPS 2014
Transportability from Multiple Environments with Limited Experiments: Completeness Results NIPS 2014
Deconvolution of High Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain NIPS 2014
Convex Deep Learning via Normalized Kernels NIPS 2014
Rates of Convergence for Nearest Neighbor Classification NIPS 2014
Stochastic Proximal Gradient Descent with Acceleration Techniques NIPS 2014
Augur: Data-Parallel Probabilistic Modeling NIPS 2014
An Autoencoder Approach to Learning Bilingual Word Representations NIPS 2014
Tight Bounds for Influence in Diffusion Networks and Application to Bond Percolation and Epidemiology NIPS 2014
Latent Support Measure Machines for Bag-of-Words Data Classification NIPS 2014
Log-Hilbert-Schmidt metric between positive definite operators on Hilbert spaces NIPS 2014