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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1644
10862
15958
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Papers (including subtopics)

Fast Mixing for Discrete Point Processes COLT 2015
Generalized Mixability via Entropic Duality COLT 2015
On the Complexity of Bandit Linear Optimization COLT 2015
An Almost Optimal PAC Algorithm COLT 2015
Minimax rates for memory-bounded sparse linear regression COLT 2015
Interactive Fingerprinting Codes and the Hardness of Preventing False Discovery COLT 2015
Convex Risk Minimization and Conditional Probability Estimation COLT 2015
Regularized Linear Regression: A Precise Analysis of the Estimation Error COLT 2015
Max vs Min: Tensor Decomposition and ICA with nearly Linear Sample Complexity COLT 2015
On Convergence of Emphatic Temporal-Difference Learning COLT 2015
Web Scale Photo Hash Clustering on A Single Machine CVPR 2015
Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos CVPR 2015
Supervised Discrete Hashing CVPR 2015
Landmarks-Based Kernelized Subspace Alignment for Unsupervised Domain Adaptation CVPR 2015
Blur Kernel Estimation Using Normalized Color-Line Prior CVPR 2015
Automatic Construction Of Robust Spherical Harmonic Subspaces CVPR 2015
Leveraging Stereo Matching With Learning-Based Confidence Measures CVPR 2015
Efficient Sparse-to-Dense Optical Flow Estimation Using a Learned Basis and Layers CVPR 2015
Learning Multiple Visual Tasks While Discovering Their Structure CVPR 2015
Projection Metric Learning on Grassmann Manifold With Application to Video Based Face Recognition CVPR 2015
Structural Sparse Tracking CVPR 2015
Attributes and Categories for Generic Instance Search From One Example CVPR 2015
Beyond Gaussian Pyramid: Multi-Skip Feature Stacking for Action Recognition CVPR 2015
Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition CVPR 2015
From Categories to Subcategories: Large-Scale Image Classification With Partial Class Label Refinement CVPR 2015