Surrogate Functions for Maximizing Precision at the Top

26 May 2015

Papers citing "Surrogate Functions for Maximizing Precision at the Top"

14 / 14 papers shown

Title
A Recommender System for Scientific Datasets and Analysis Pipelines M. Mazaheri Greg Kiar Tristan Glatard AI4TS 28 3 0 20 Aug 2021
Implicit Rate-Constrained Optimization of Non-decomposable Objectives Abhishek Kumar Harikrishna Narasimhan Andrew Cotter 87 10 0 23 Jul 2021
Label Disentanglement in Partition-based Extreme Multilabel Classification Xuanqing Liu Wei-Cheng Chang Hsiang-Fu Yu Cho-Jui Hsieh Inderjit S. Dhillon 61 11 0 24 Jun 2021
General Framework for Binary Classification on Top Samples Lukáš Adam V. Mácha Václav Smídl Tomás Pevný 47 5 0 25 Feb 2020
Optimizing Black-box Metrics with Adaptive Surrogates Qijia Jiang Olaoluwa Adigun Harikrishna Narasimhan M. M. Fard Maya R. Gupta 41 17 0 20 Feb 2020
Rich-Item Recommendations for Rich-Users: Exploiting Dynamic and Static Side Information A. Budhiraja Gaurush Hiranandani Darshak Chhatbar Aditya Sinha Navya Yarrabelly Ayush Choure Oluwasanmi Koyejo Prateek Jain 58 4 0 28 Jan 2020
AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning Rizal Fathony J. Zico Kolter FedML 49 15 0 02 Dec 2019
Efficient Algorithms for Smooth Minimax Optimization K. K. Thekumparampil Prateek Jain Praneeth Netrapalli Sewoong Oh 103 191 0 02 Jul 2019
Backdrop: Stochastic Backpropagation Siavash Golkar Kyle Cranmer 45 2 0 04 Jun 2018
A plug-in approach to maximising precision at the top and recall at the top Dirk Tasche 41 7 0 09 Apr 2018
Constrained Classification and Ranking via Quantiles Alan Mackey Xiyang Luo Elad Eban 47 6 0 28 Feb 2018
Optimizing Non-decomposable Measures with Deep Networks Amartya Sanyal Pawan Kumar Purushottam Kar Sanjay Chawla Fabrizio Sebastiani 47 26 0 31 Jan 2018
Online Optimization Methods for the Quantification Problem Purushottam Kar Shuai Li Harikrishna Narasimhan Sanjay Chawla Fabrizio Sebastiani 39 46 0 13 May 2016
Transductive Optimization of Top k Precision Li-Ping Liu Thomas G. Dietterich Nan Li Zhi Zhou 64 17 0 20 Oct 2015