Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
First-order Optimization for Superquantile-based Supervised Learning

Oct 01, 2020
Yassine Laguel, J√©r√īme Malick, Zaid Harchaoui

* 6 pages, 2 figures, 2 tables, presented at IEEE MLSP 

  Access Paper or Ask Questions

Harmonic Decompositions of Convolutional Networks

Mar 28, 2020
Meyer Scetbon, Zaid Harchaoui


  Access Paper or Ask Questions

Risk Bounds for Multi-layer Perceptrons through Spectra of Integral Operators

Feb 28, 2020
Meyer Scetbon, Zaid Harchaoui


  Access Paper or Ask Questions

Device Heterogeneity in Federated Learning: A Superquantile Approach

Feb 25, 2020
Yassine Laguel, Krishna Pillutla, J√©r√īme Malick, Zaid Harchaoui


  Access Paper or Ask Questions

An Elementary Approach to Convergence Guarantees of Optimization Algorithms for Deep Networks

Feb 20, 2020
Vincent Roulet, Zaid Harchaoui

* Short version appeared in the proceedings of the 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton 2019) 

  Access Paper or Ask Questions

Robust Aggregation for Federated Learning

Dec 31, 2019
Krishna Pillutla, Sham M. Kakade, Zaid Harchaoui


  Access Paper or Ask Questions

End-to-end Learning, with or without Labels

Dec 30, 2019
Corinne Jones, Vincent Roulet, Zaid Harchaoui


  Access Paper or Ask Questions

Advances and Open Problems in Federated Learning

Dec 10, 2019
Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aur√©lien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Keith Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adri√† Gasc√≥n, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaid Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Koneńćn√Ĺ, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancr√®de Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer √Ėzg√ľr, Rasmus Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, Ramesh Raskar, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tram√®r, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao


  Access Paper or Ask Questions

A Statistical Investigation of Long Memory in Language and Music

Apr 08, 2019
Alexander Greaves-Tunnell, Zaid Harchaoui


  Access Paper or Ask Questions

Kernel-based Translations of Convolutional Networks

Mar 19, 2019
Corinne Jones, Vincent Roulet, Zaid Harchaoui


  Access Paper or Ask Questions

A Smoother Way to Train Structured Prediction Models

Feb 08, 2019
Krishna Pillutla, Vincent Roulet, Sham M. Kakade, Zaid Harchaoui

* Short version appeared in Neural Information Processing Systems (NeurIPS) 2018 

  Access Paper or Ask Questions

Object Discovery in Videos as Foreground Motion Clustering

Dec 06, 2018
Christopher Xie, Yu Xiang, Dieter Fox, Zaid Harchaoui


  Access Paper or Ask Questions

Coupled Recurrent Models for Polyphonic Music Composition

Nov 20, 2018
John Thickstun, Zaid Harchaoui, Dean P. Foster, Sham M. Kakade

* 12 pages 

  Access Paper or Ask Questions

An Inexact Variable Metric Proximal Point Algorithm for Generic Quasi-Newton Acceleration

Jul 20, 2018
Hongzhou Lin, Julien Mairal, Zaid Harchaoui


  Access Paper or Ask Questions

Catalyst Acceleration for First-order Convex Optimization: from Theory to Practice

Jun 19, 2018
Hongzhou Lin, Julien Mairal, Zaid Harchaoui

* Journal of Machine Learning Research (JMLR), 18(212):1--54, 2018 
* link to publisher website: http://jmlr.org/papers/volume18/17-748/17-748.pdf 

  Access Paper or Ask Questions

Efficient First-Order Algorithms for Adaptive Signal Denoising

Jun 12, 2018
Dmitrii Ostrovskii, Zaid Harchaoui

* 27 pages, 5 figures 

  Access Paper or Ask Questions

Adaptive Denoising of Signals with Shift-Invariant Structure

Jun 11, 2018
Dmitrii Ostrovskii, Zaid Harchaoui, Anatoli Juditsky, Arkadi Nemirovski


  Access Paper or Ask Questions

Rademacher Complexity Bounds for a Penalized Multiclass Semi-Supervised Algorithm

Jan 25, 2018
Yury Maximov, Massih-Reza Amini, Zaid Harchaoui

* 26 pages, 6 figures 

  Access Paper or Ask Questions

Invariances and Data Augmentation for Supervised Music Transcription

Nov 13, 2017
John Thickstun, Zaid Harchaoui, Dean Foster, Sham M. Kakade

* 6 pages 

  Access Paper or Ask Questions

Catalyst Acceleration for Gradient-Based Non-Convex Optimization

Jun 09, 2017
Courtney Paquette, Hongzhou Lin, Dmitriy Drusvyatskiy, Julien Mairal, Zaid Harchaoui


  Access Paper or Ask Questions

Learning Features of Music from Scratch

Apr 06, 2017
John Thickstun, Zaid Harchaoui, Sham Kakade

* 14 pages; camera-ready version; updated experiments and related works; additional MIR metrics (Appendix C) 

  Access Paper or Ask Questions

Fast and Simple Optimization for Poisson Likelihood Models

Aug 03, 2016
Niao He, Zaid Harchaoui, Yichen Wang, Le Song


  Access Paper or Ask Questions

Convolutional Patch Representations for Image Retrieval: an Unsupervised Approach

Mar 01, 2016
Mattis Paulin, Julien Mairal, Matthijs Douze, Zaid Harchaoui, Florent Perronnin, Cordelia Schmid


  Access Paper or Ask Questions

DeepMatching: Hierarchical Deformable Dense Matching

Oct 08, 2015
Jerome Revaud, Philippe Weinzaepfel, Zaid Harchaoui, Cordelia Schmid


  Access Paper or Ask Questions

Label-Embedding for Image Classification

Oct 01, 2015
Zeynep Akata, Florent Perronnin, Zaid Harchaoui, Cordelia Schmid

* IEEE TPAMI preprint 

  Access Paper or Ask Questions

Learning to track for spatio-temporal action localization

Sep 27, 2015
Philippe Weinzaepfel, Zaid Harchaoui, Cordelia Schmid


  Access Paper or Ask Questions

Beat-Event Detection in Action Movie Franchises

Aug 15, 2015
Danila Potapov, Matthijs Douze, Jerome Revaud, Zaid Harchaoui, Cordelia Schmid


  Access Paper or Ask Questions

Semi-proximal Mirror-Prox for Nonsmooth Composite Minimization

Jul 06, 2015
Niao He, Zaid Harchaoui


  Access Paper or Ask Questions

EpicFlow: Edge-Preserving Interpolation of Correspondences for Optical Flow

May 19, 2015
Jerome Revaud, Philippe Weinzaepfel, Zaid Harchaoui, Cordelia Schmid


  Access Paper or Ask Questions

Convolutional Kernel Networks

Nov 14, 2014
Julien Mairal, Piotr Koniusz, Zaid Harchaoui, Cordelia Schmid

* appears in Advances in Neural Information Processing Systems (NIPS), Dec 2014, Montreal, Canada, http://nips.cc 

  Access Paper or Ask Questions