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

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527
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15958
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Papers (including subtopics)

Largest Source Subset Selection for Instance Transfer ACML 2015
Nonparametric Bayesian Factor Analysis for Dynamic Count Matrices AISTATS 2015
Parameter Estimation of Generalized Linear Models without Assuming their Link Function AISTATS 2015
Global Multi-armed Bandits with Hölder Continuity AISTATS 2015
Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian Mixtures AISTATS 2015
Unifying Local Consistency and MAX SAT Relaxations for Scalable Inference with Rounding Guarantees AISTATS 2015
Near-optimal max-affine estimators for convex regression AISTATS 2015
Convex Multi-Task Learning by Clustering AISTATS 2015
Sparse Solutions to Nonnegative Linear Systems and Applications AISTATS 2015
Generalized Linear Models for Aggregated Data AISTATS 2015
Accurate and conservative estimates of MRF log-likelihood using reverse annealing AISTATS 2015
Stochastic Spectral Descent for Restricted Boltzmann Machines AISTATS 2015
Implementable confidence sets in high dimensional regression AISTATS 2015
Online Ranking with Top-1 Feedback AISTATS 2015
One-bit Compressed Sensing with the k-Support Norm AISTATS 2015
Efficient Second-Order Gradient Boosting for Conditional Random Fields AISTATS 2015
Predictive Inverse Optimal Control for Linear-Quadratic-Gaussian Systems AISTATS 2015
Exact Bayesian Learning of Ancestor Relations in Bayesian Networks AISTATS 2015
Model Selection for Topic Models via Spectral Decomposition AISTATS 2015
The Loss Surfaces of Multilayer Networks AISTATS 2015
Averaged Least-Mean-Squares: Bias-Variance Trade-offs and Optimal Sampling Distributions AISTATS 2015
A Topic Modeling Approach to Ranking AISTATS 2015
A totally unimodular view of structured sparsity AISTATS 2015
Back to the Past: Source Identification in Diffusion Networks from Partially Observed Cascades AISTATS 2015
Graph Approximation and Clustering on a Budget AISTATS 2015