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classification

39 papers

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Co-occurring keywords

support vector machine (976) kernel methods (1096) online learning (1770) convex optimization (1320) regression (11) boosting algorithm (77) supervised learning (434) multiclass classification (180) mistake bound (50) neural network (6616)

Papers

On Communication Complexity of Classification Problems COLT 2019
Searching for Higgs Boson Decay Modes with Deep Learning NIPS 2014
Beyond Disagreement-Based Agnostic Active Learning NIPS 2014
Supervised Sequential Classification Under Budget Constraints AISTATS 2013
Multi-Prediction Deep Boltzmann Machines NIPS 2013
Heterogeneous-Neighborhood-based Multi-Task Local Learning Algorithms NIPS 2013
Local Supervised Learning through Space Partitioning NIPS 2012
Beating SGD: Learning SVMs in Sublinear Time NIPS 2011
Learning Anchor Planes for Classification NIPS 2011
Projection onto A Nonnegative Max-Heap NIPS 2011
ShareBoost: Efficient multiclass learning with feature sharing NIPS 2011
New Adaptive Algorithms for Online Classification NIPS 2010
Multiple Kernel Learning and the SMO Algorithm NIPS 2010
Regularized Discriminant Analysis, Ridge Regression and Beyond JMLR 2010
Avoiding False Positive in Multi-Instance Learning NIPS 2010
Feature Set Embedding for Incomplete Data NIPS 2010
A Reduction from Apprenticeship Learning to Classification NIPS 2010
Gated Softmax Classification NIPS 2010
Trading off Mistakes and Don't-Know Predictions NIPS 2010
Multitask Learning without Label Correspondences NIPS 2010
Agnostic Active Learning Without Constraints NIPS 2010
A Theory of Multiclass Boosting NIPS 2010
Analysis of SVM with Indefinite Kernels NIPS 2009
DUOL: A Double Updating Approach for Online Learning NIPS 2009
On the Design of Loss Functions for Classification: theory, robustness to outliers, and SavageBoost NIPS 2008