Structured Prediction with Partial Labelling through the Infimum Loss

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Structured Prediction with Partial Labelling through the Infimum Loss

2 March 2020

Vivien A. Cabannes

Alessandro Rudi

Francis R. Bach

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Papers citing "Structured Prediction with Partial Labelling through the Infimum Loss"

17 / 17 papers shown

Title
Tuning the Right Foundation Models is What you Need for Partial Label Learning Kuang He Wei Tang Tong Wei Min Zhang VLM 105 0 0 05 Jun 2025
Partial-Label Learning with a Reject Option Tobias Fuchs Florian Kalinke Klemens Bohm 124 1 0 08 Jan 2025
Active Learning for Semantic Segmentation with Multi-class Label Query S. Hwang Sohyun Lee Hoyoung Kim Minhyeon Oh Jungseul Ok Suha Kwak VLM 93 8 0 17 Sep 2023
Conformal Prediction with Partially Labeled Data Alireza Javanmardi Yusuf Sale Paul Hofman Eyke Hüllermeier 58 4 0 01 Jun 2023
Differentiable Clustering with Perturbed Spanning Forests Lawrence Stewart Francis R. Bach Felipe Llinares-López Quentin Berthet 101 11 0 25 May 2023
Conformal Credal Self-Supervised Learning Julian Lienen Caglar Demir Eyke Hüllermeier 92 14 0 30 May 2022
Active Labeling: Streaming Stochastic Gradients Vivien A. Cabannes Francis R. Bach Vianney Perchet Alessandro Rudi 110 2 0 26 May 2022
Resolving label uncertainty with implicit posterior models Esther Rolf Nikolay Malkin Alexandros Graikos A. Jojic Caleb Robinson Nebojsa Jojic UQCV 78 10 0 28 Feb 2022
Credal Self-Supervised Learning Julian Lienen Eyke Hüllermeier SSL 64 21 0 22 Jun 2021
On the Robustness of Average Losses for Partial-Label Learning Jiaqi Lv Biao Liu Lei Feng Ning Xu Miao Xu Bo An Gang Niu Xin Geng Masashi Sugiyama 92 35 0 11 Jun 2021
Leveraged Weighted Loss for Partial Label Learning Hongwei Wen Jingyi Cui H. Hang Jiabin Liu Yisen Wang Zhouchen Lin 69 101 0 10 Jun 2021
Learning from Multiple Noisy Partial Labelers Peilin Yu Tiffany Ding Stephen H. Bach NoLa 71 22 0 08 Jun 2021
Handling Long-Tail Queries with Slice-Aware Conversational Systems Cheng Wang Sun Kim Taiwoo Park Sajal Choudhary Sunghyun Park Young-Bum Kim R. Sarikaya Sungjin Lee 68 4 0 26 Apr 2021
Lower-Bounded Proper Losses for Weakly Supervised Classification Shuhei M. Yoshida Takashi Takenouchi Masashi Sugiyama 44 2 0 04 Mar 2021
Disambiguation of weak supervision with exponential convergence rates Vivien A. Cabannes Francis R. Bach Alessandro Rudi 85 5 0 04 Feb 2021
Fast rates in structured prediction Vivien A. Cabannes Alessandro Rudi Francis R. Bach 427 19 0 01 Feb 2021
Neural Learning of One-of-Many Solutions for Combinatorial Problems in Structured Output Spaces Yatin Nandwani Deepanshu Jindal Mausam Parag Singla 117 13 0 27 Aug 2020