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Localized Structured Prediction
v1v2v3 (latest)

Localized Structured Prediction

6 June 2018
C. Ciliberto
Francis R. Bach
Alessandro Rudi
ArXiv (abs)PDFHTML

Papers citing "Localized Structured Prediction"

14 / 14 papers shown
On Certified Generalization in Structured Prediction
On Certified Generalization in Structured PredictionNeural Information Processing Systems (NeurIPS), 2023
Bastian Boll
Christoph Schnörr
344
0
0
15 Jun 2023
On the Sample Complexity of Learning under Invariance and Geometric
  Stability
On the Sample Complexity of Learning under Invariance and Geometric Stability
A. Bietti
Luca Venturi
Joan Bruna
235
10
0
14 Jun 2021
Fine-grained Generalization Analysis of Structured Output Prediction
Fine-grained Generalization Analysis of Structured Output PredictionInternational Joint Conference on Artificial Intelligence (IJCAI), 2021
Waleed Mustafa
Yunwen Lei
Antoine Ledent
Matthias Kirchler
329
10
0
31 May 2021
Approximation and Learning with Deep Convolutional Models: a Kernel
  Perspective
Approximation and Learning with Deep Convolutional Models: a Kernel PerspectiveInternational Conference on Learning Representations (ICLR), 2021
A. Bietti
306
33
0
19 Feb 2021
A PAC-Bayesian Perspective on Structured Prediction with Implicit Loss
  Embeddings
A PAC-Bayesian Perspective on Structured Prediction with Implicit Loss Embeddings
Théophile Cantelobre
Benjamin Guedj
Maria Perez-Ortiz
John Shawe-Taylor
431
3
0
07 Dec 2020
Consistent Structured Prediction with Max-Min Margin Markov Networks
Consistent Structured Prediction with Max-Min Margin Markov Networks
Alex Nowak-Vila
Francis R. Bach
Alessandro Rudi
319
16
0
02 Jul 2020
Structured and Localized Image Restoration
Structured and Localized Image Restoration
Thomas Eboli
Alex Nowak-Vila
Jian Sun
Francis R. Bach
Jean Ponce
Alessandro Rudi
122
0
0
16 Jun 2020
Foreseeing the Benefits of Incidental Supervision
Foreseeing the Benefits of Incidental Supervision
Hangfeng He
Mingyuan Zhang
Qiang Ning
Dan Roth
279
11
0
09 Jun 2020
Structured Prediction for Conditional Meta-Learning
Structured Prediction for Conditional Meta-Learning
Ruohan Wang
Y. Demiris
C. Ciliberto
CLL
339
6
0
20 Feb 2020
A General Theory for Structured Prediction with Smooth Convex Surrogates
A General Theory for Structured Prediction with Smooth Convex Surrogates
Alex Nowak-Vila
Francis R. Bach
Alessandro Rudi
362
24
0
05 Feb 2019
Deep Structured Prediction with Nonlinear Output Transformations
Deep Structured Prediction with Nonlinear Output Transformations
Colin Graber
Ofer Meshi
Alex Schwing
BDL
232
26
0
01 Nov 2018
Learning with SGD and Random Features
Learning with SGD and Random FeaturesNeural Information Processing Systems (NeurIPS), 2018
Luigi Carratino
Alessandro Rudi
Lorenzo Rosasco
301
83
0
17 Jul 2018
Manifold Structured Prediction
Manifold Structured Prediction
Alessandro Rudi
C. Ciliberto
Gian Maria Marconi
Lorenzo Rosasco
316
20
0
26 Jun 2018
Statistical Optimality of Stochastic Gradient Descent on Hard Learning
  Problems through Multiple Passes
Statistical Optimality of Stochastic Gradient Descent on Hard Learning Problems through Multiple Passes
Loucas Pillaud-Vivien
Alessandro Rudi
Francis R. Bach
419
116
0
25 May 2018
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