conftrace_

isotonic regression

24 papers

Explore in graph

Also known as

IR

Co-occurring keywords

convex optimization (1321) high-dimensional regression (142) probability calibration (57) regret bound (1926) optimization algorithm (148) monotonic function (10) online learning (1777) empirical risk (43) proximal gradient (74) score estimation (16)

Papers

Classifier Calibration with ROC-Regularized Isotonic Regression AISTATS 2024
OKRidge: Scalable Optimal k-Sparse Ridge Regression NIPS 2023
Private Isotonic Regression NIPS 2022
Measuring the relative importance of full text sections for information retrieval from scientific literature. NAACL 2021
Isotonic Data Augmentation for Knowledge Distillation IJCAI 2021
You Are the Best Reviewer of Your Own Papers: An Owner-Assisted Scoring Mechanism NIPS 2021
Multivariate Probability Calibration with Isotonic Bernstein Polynomials IJCAI 2020
Sparse High-Dimensional Isotonic Regression NIPS 2019
Tossing Coins Under Monotonicity AISTATS 2019
Learning Neural Networks with Two Nonlinear Layers in Polynomial Time COLT 2019
Efficient Algorithms for Non-convex Isotonic Regression through Submodular Optimization NIPS 2018
An Efficient Pruning Algorithm for Robust Isotonic Regression NIPS 2018
Learning One Convolutional Layer with Overlapping Patches ICML 2018
Sparse Linear Isotonic Models AISTATS 2018
Probability Calibration Trees ACML 2017
Random Permutation Online Isotonic Regression NIPS 2017
Online Isotonic Regression COLT 2016
Fast Active Set Methods for Online Spike Inference from Calcium Imaging NIPS 2016
Complex Event Detection using Semantic Saliency and Nearly-Isotonic SVM ICML 2015
Sharp Oracle Bounds for Monotone and Convex Regression Through Aggregation JMLR 2015
Fast, Provable Algorithms for Isotonic Regression in all L_p-norms NIPS 2015
Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression NIPS 2011
Decomposing Isotonic Regression for Efficiently Solving Large Problems NIPS 2010
Isotonic Conditional Random Fields and Local Sentiment Flow NIPS 2006