conftrace_

probability estimation

48 papers

Explore in graph

Co-occurring keywords

loss function (462) large language model (13587) deep neural network (1803) language model (4599) confidence calibration (183) uncertainty quantification (1393) statistical learning (351) multi-class classification (280) markov chain (207) class probability estimation (8)

Papers

Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data AAAI 2019
Generalizing Tree Probability Estimation via Bayesian Networks NIPS 2018
Creak as a Feature of Lexical Stress in Estonian INTERSPEECH 2017
Probability Calibration Trees ACML 2017
On Calibration of Modern Neural Networks ICML 2017
LocNet: Improving Localization Accuracy for Object Detection CVPR 2016
Differential Geometric Regularization for Supervised Learning of Classifiers ICML 2016
One-vs-Each Approximation to Softmax for Scalable Estimation of Probabilities NIPS 2016
Fast Bidirectional Probability Estimation in Markov Models NIPS 2015
Agnostic Insurability of Model Classes JMLR 2015
Calibrated Structured Prediction NIPS 2015
On the Accuracy of Self-Normalized Log-Linear Models NIPS 2015
Solving inverse problem of Markov chain with partial observations NIPS 2013
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation NIPS 2013
Local Privacy and Minimax Bounds: Sharp Rates for Probability Estimation NIPS 2013
An Introduction to Artificial Prediction Markets for Classification JMLR 2012
Rare Probability Estimation under Regularly Varying Heavy Tails COLT 2012
Estimating Probabilities in Recommendation Systems AISTATS 2011
Near-minimax recursive density estimation on the binary hypercube NIPS 2008
Evaluating probabilities under high-dimensional latent variable models NIPS 2008
Gini Support Vector Machine: Quadratic Entropy Based Robust Multi-Class Probability Regression JMLR 2007
Generalized Bradley-Terry Models and Multi-Class Probability Estimates JMLR 2006
Class-Based Probability Estimation Using a Semantic Hierarchy NAACL 2001