Lifting Weak Supervision To Structured Prediction

Lifting Weak Supervision To Structured Prediction

24 November 2022

Harit Vishwakarma

Nicholas Roberts

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Papers citing "Lifting Weak Supervision To Structured Prediction"

15 / 15 papers shown

Title
ScriptoriumWS: A Code Generation Assistant for Weak Supervision Tzu-Heng Huang Catherine Cao Spencer Schoenberg Harit Vishwakarma Nicholas Roberts Frederic Sala NoLa 204 6 0 17 Feb 2025
Universalizing Weak Supervision Changho Shin Winfred Li Harit Vishwakarma Nicholas Roberts Frederic Sala NoLa 45 31 0 07 Dec 2021
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods Daniel Y. Fu Mayee F. Chen Frederic Sala Sarah Hooper Kayvon Fatahalian Christopher Ré OffRL 90 116 0 27 Feb 2020
Graph Structured Prediction Energy Networks Colin Graber Alex Schwing 72 17 0 31 Oct 2019
Overton: A Data System for Monitoring and Improving Machine-Learned Products Christopher Ré Feng Niu Pallavi Gudipati Charles Srisuwananukorn AI4TS 53 47 0 07 Sep 2019
Cross-Modal Data Programming Enables Rapid Medical Machine Learning Jared A. Dunnmon Alexander Ratner Nishith Khandwala Khaled Kamal Saab Matthew Markert ... R. Goldman Christopher Lee-Messer M. Lungren D. Rubin Christopher Ré MedIm 65 73 0 26 Mar 2019
Training Complex Models with Multi-Task Weak Supervision Alexander Ratner Braden Hancock Jared A. Dunnmon Frederic Sala Shreyash Pandey Christopher Ré 48 213 0 05 Oct 2018
A Structured Prediction Approach for Label Ranking Anna Korba Alexandre Garcia Florence dÁlché-Buc 42 37 0 06 Jul 2018
Manifold Structured Prediction Alessandro Rudi C. Ciliberto Gian Maria Marconi Lorenzo Rosasco 129 18 0 26 Jun 2018
Snorkel: Rapid Training Data Creation with Weak Supervision Alexander Ratner Stephen H. Bach Henry R. Ehrenberg Jason Alan Fries Sen Wu Christopher Ré 73 1,029 0 28 Nov 2017
Data Programming: Creating Large Training Sets, Quickly Alexander Ratner Christopher De Sa Sen Wu Daniel Selsam Christopher Ré 183 716 0 25 May 2016
A Consistent Regularization Approach for Structured Prediction C. Ciliberto Alessandro Rudi Lorenzo Rosasco 129 79 0 24 May 2016
First-order Methods for Geodesically Convex Optimization Hongyi Zhang S. Sra 66 292 0 19 Feb 2016
Concentration in unbounded metric spaces and algorithmic stability A. Kontorovich 81 55 0 04 Sep 2013
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 435 1,145 0 29 Oct 2012