conftrace_

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
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527
1644
10862
15958
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Papers (including subtopics)

A Complete Recipe for Stochastic Gradient MCMC NIPS 2015
Segregated Graphs and Marginals of Chain Graph Models NIPS 2015
Rethinking LDA: Moment Matching for Discrete ICA NIPS 2015
Max-Margin Deep Generative Models NIPS 2015
Individual Planning in Infinite-Horizon Multiagent Settings: Inference, Structure and Scalability NIPS 2015
Expectation Particle Belief Propagation NIPS 2015
Secure Multi-party Differential Privacy NIPS 2015
Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images NIPS 2015
Newton-Stein Method: A Second Order Method for GLMs via Stein's Lemma NIPS 2015
Is Approval Voting Optimal Given Approval Votes? NIPS 2015
Optimization Monte Carlo: Efficient and Embarrassingly Parallel Likelihood-Free Inference NIPS 2015
Basis refinement strategies for linear value function approximation in MDPs NIPS 2015
StopWasting My Gradients: Practical SVRG NIPS 2015
Saliency, Scale and Information: Towards a Unifying Theory NIPS 2015
Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression NIPS 2015
Efficient Output Kernel Learning for Multiple Tasks NIPS 2015
Hessian-free Optimization for Learning Deep Multidimensional Recurrent Neural Networks NIPS 2015
Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation NIPS 2015
Large-scale probabilistic predictors with and without guarantees of validity NIPS 2015
Learning with a Wasserstein Loss NIPS 2015
Estimating Jaccard Index with Missing Observations: A Matrix Calibration Approach NIPS 2015
On Top-k Selection in Multi-Armed Bandits and Hidden Bipartite Graphs NIPS 2015
Black-box optimization of noisy functions with unknown smoothness NIPS 2015
Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding NIPS 2015
Fast Rates for Exp-concave Empirical Risk Minimization NIPS 2015