A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings

13 February 2020

Papers citing "A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings"

17 / 17 papers shown

Title
Establishing Linear Surrogate Regret Bounds for Convex Smooth Losses via Convolutional Fenchel-Young Losses Yuzhou Cao Han Bao Lei Feng Bo An 26 0 0 14 May 2025
Deep Sketched Output Kernel Regression for Structured Prediction T. Ahmad Junjie Yang Pierre Laforgue Florence dÁlché-Buc UQCV 42 0 0 13 Jun 2024
Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection Feiran Li Qianqian Xu Shilong Bao Zhiyong Yang Runmin Cong Xiaochun Cao Qingming Huang 34 2 0 16 May 2024
Overcoming Saturation in Density Ratio Estimation by Iterated Regularization Lukas Gruber Markus Holzleitner Johannes Lehner Sepp Hochreiter Werner Zellinger 51 1 0 21 Feb 2024
Exploiting Edge Features in Graphs with Fused Network Gromov-Wasserstein Distance Junjie Yang Matthieu Labeau Steeven Villa OT 31 1 0 28 Sep 2023
A Structured Prediction Approach for Robot Imitation Learning Anqing Duan Iason Batzianoulis Raffaello Camoriano Lorenzo Rosasco Daniele Pucci A. Billard 23 4 0 26 Sep 2023
On Certified Generalization in Structured Prediction Bastian Boll Christoph Schnörr 29 0 0 15 Jun 2023
Vector-Valued Least-Squares Regression under Output Regularity Assumptions Luc Brogat-Motte Alessandro Rudi Céline Brouard Juho Rousu Florence dÁlché-Buc 29 6 0 16 Nov 2022
Fast Kernel Methods for Generic Lipschitz Losses via $p$ -Sparsified Sketches T. Ahmad Pierre Laforgue Florence dÁlché-Buc 19 5 0 08 Jun 2022
Active Labeling: Streaming Stochastic Gradients Vivien A. Cabannes Francis R. Bach Vianney Perchet Alessandro Rudi 61 2 0 26 May 2022
Towards Empirical Process Theory for Vector-Valued Functions: Metric Entropy of Smooth Function Classes Junhyung Park Krikamol Muandet 27 6 0 09 Feb 2022
Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters Luc Brogat-Motte Rémi Flamary Céline Brouard Juho Rousu Florence dÁlché-Buc 38 19 0 08 Feb 2022
Structured Prediction for CRiSP Inverse Kinematics Learning with Misspecified Robot Models Gian Maria Marconi Rafaello Camoriano Lorenzo Rosasco C. Ciliberto 24 4 0 25 Feb 2021
Disambiguation of weak supervision with exponential convergence rates Vivien A. Cabannes Francis R. Bach Alessandro Rudi 44 5 0 04 Feb 2021
Fast rates in structured prediction Vivien A. Cabannes Alessandro Rudi Francis R. Bach 20 19 0 01 Feb 2021
Soft-DTW: a Differentiable Loss Function for Time-Series Marco Cuturi Mathieu Blondel AI4TS 141 611 0 05 Mar 2017
Conditional mean embeddings as regressors - supplementary Steffen Grunewalder Guy Lever Luca Baldassarre Sam Patterson Arthur Gretton Massimiliano Pontil 85 143 0 21 May 2012