conftrace_

loss function

462 papers

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Co-occurring keywords

neural network (6616) deep neural network (1803) object detection (2762) neural network optimization (1293) class imbalance (555) convolutional neural network (4226) semantic segmentation (3186) multi-label classification (1009) deep learning (2118) gradient descent (1144)

Papers

PatchBatch: A Batch Augmented Loss for Optical Flow CVPR 2016
A Convex Surrogate Operator for General Non-Modular Loss Functions AISTATS 2016
Learning with a Wasserstein Loss NIPS 2015
Surrogate regret bounds for generalized classification performance metrics ACML 2015
On Learning Distributions from their Samples COLT 2015
Learning with Square Loss: Localization through Offset Rademacher Complexity COLT 2015
Learning Large-Scale Automatic Image Colorization ICCV 2015
On Learning Optimized Reaction Diffusion Processes for Effective Image Restoration CVPR 2015
Learning with the Maximum Correntropy Criterion Induced Losses for Regression JMLR 2015
Structured Prediction via Output Space Search JMLR 2014
Interval Insensitive Loss for Ordinal Classification ACML 2014
Efficiently Enforcing Diversity in Multi-Output Structured Prediction AISTATS 2014
The limits of squared Euclidean distance regularization NIPS 2014
Efficient Optimization for Average Precision SVM NIPS 2014
The Coherent Loss Function for Classification ICML 2014
Guess-Averse Loss Functions For Cost-Sensitive Multiclass Boosting ICML 2014
The Geometry of Losses COLT 2014
Consistency versus Realizable H-Consistency for Multiclass Classification ICML 2013
Statistical Consistency of Ranking Methods in A Rank-Differentiable Probability Space NIPS 2012
A Conjugate Property between Loss Functions and Uncertainty Sets in Classification Problems COLT 2012
Learning Low-order Models for Enforcing High-order Statistics AISTATS 2012
Classification Calibration Dimension for General Multiclass Losses NIPS 2012
Composite Multiclass Losses NIPS 2011
Approximate inference for the loss-calibrated Bayesian AISTATS 2011
Large-Scale Category Structure Aware Image Categorization NIPS 2011