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
73
527
1644
10862
15958
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Papers (including subtopics)

A Theory of Decision Making Under Dynamic Context NIPS 2015
Particle Gibbs for Infinite Hidden Markov Models NIPS 2015
Bandit Smooth Convex Optimization: Improving the Bias-Variance Tradeoff NIPS 2015
Compressive spectral embedding: sidestepping the SVD NIPS 2015
Winner-Take-All Autoencoders NIPS 2015
Robust Feature-Sample Linear Discriminant Analysis for Brain Disorders Diagnosis NIPS 2015
COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution NIPS 2015
Nearly Optimal Private LASSO NIPS 2015
Calibrated Structured Prediction NIPS 2015
On the consistency theory of high dimensional variable screening NIPS 2015
Revenue Optimization against Strategic Buyers NIPS 2015
The Population Posterior and Bayesian Modeling on Streams NIPS 2015
Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions NIPS 2015
Fighting Bandits with a New Kind of Smoothness NIPS 2015
Sparse and Low-Rank Tensor Decomposition NIPS 2015
Testing Closeness With Unequal Sized Samples NIPS 2015
Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach NIPS 2015
Fast Lifted MAP Inference via Partitioning NIPS 2015
Algorithmic Stability and Uniform Generalization NIPS 2015
Learning with Group Invariant Features: A Kernel Perspective. NIPS 2015
Tractable Bayesian Network Structure Learning with Bounded Vertex Cover Number NIPS 2015
Convergence Analysis of Prediction Markets via Randomized Subspace Descent NIPS 2015
SGD Algorithms based on Incomplete U-statistics: Large-Scale Minimization of Empirical Risk NIPS 2015
Multi-Layer Feature Reduction for Tree Structured Group Lasso via Hierarchical Projection NIPS 2015
From random walks to distances on unweighted graphs NIPS 2015