Simple Weak Coresets for Non-Decomposable Classification Measures

15 December 2023

Papers citing "Simple Weak Coresets for Non-Decomposable Classification Measures"

11 / 11 papers shown

Title
Low-Shot Validation: Active Importance Sampling for Estimating Classifier Performance on Rare Categories Fait Poms Vishnu Sarukkai Ravi Teja Mullapudi N. Sohoni W. Mark Deva Ramanan Kayvon Fatahalian 38 9 0 13 Sep 2021
sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification Gabriel Bénédict Vincent Koops Daan Odijk Maarten de Rijke 75 31 0 24 Aug 2021
Coresets for Classification -- Simplified and Strengthened Tung Mai Anup B. Rao Cameron Musco 70 35 0 08 Jun 2021
On Coresets for Support Vector Machines M. Tukan Cenk Baykal Dan Feldman Daniela Rus 109 28 0 15 Feb 2020
On Coresets for Logistic Regression Alexander Munteanu Chris Schwiegelshohn C. Sohler David P. Woodruff 55 110 0 22 May 2018
Optimizing Non-decomposable Measures with Deep Networks Amartya Sanyal Pawan Kumar Purushottam Kar Sanjay Chawla Fabrizio Sebastiani 47 26 0 31 Jan 2018
Practical Coreset Constructions for Machine Learning Olivier Bachem Mario Lucic Andreas Krause 67 186 0 19 Mar 2017
Scalable Learning of Non-Decomposable Objectives Elad Eban Mariano Schain Alan Mackey A. Gordon R. Rifkin G. Elidan 36 110 0 16 Aug 2016
Optimizing Non-decomposable Performance Measures: A Tale of Two Classes Harikrishna Narasimhan Purushottam Kar Prateek Jain 66 45 0 26 May 2015
Online and Stochastic Gradient Methods for Non-decomposable Loss Functions Purushottam Kar Harikrishna Narasimhan Prateek Jain 99 72 0 24 Oct 2014
Optimizing F-measure: A Tale of Two Approaches N. Ye K. M. A. Chai Wee Sun Lee Hai Leong Chieu 75 133 0 18 Jun 2012