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Career

· Sr ML Engineering Manager, Twitter (formerly X)2019–

Publications (20)

Group Sparse Coding with a Laplacian Scale Mixture Prior
Neural Information Processing Systems · 2010
130
cited
An Homotopy Algorithm for the Lasso with Online Observations
Neural Information Processing Systems · 2008
118
cited
Learning Horizontal Connections in a Sparse Coding Model of Natural Images
Neural Information Processing Systems · 2007
90
cited
UvA-DARE (Digital Academic Repository) New Modality: Emoji Challenges in Prediction, Anticipation, and Retrieval
63
cited
Real time object scanning using a mobile phone and cloud-based visual search engine
International ACM SIGACCESS Conference on Computers and Accessibility · 2013
44
cited
A Common Network Architecture Efficiently Implements a Variety of Sparsity-Based Inference Problems
Neural Computation · 2012
31
cited
Tag Prediction at Flickr: A View from the Darkroom
ACM Multimedia · 2016
11
cited
Sparse coding models of natural images: algorithms for efficient inference and learning of higher-order structure
2009
10
cited
Analog Sparse Approximation with Applications to Compressed Sensing
2011
8
cited
Analog sparse approximation for compressed sensing recovery
2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers · 2010
6
cited
Learning Embeddings for Product Visual Search with Triplet Loss and Online Sampling
arXiv.org · 2018
5
cited
ViSeR: Visual Self-Regularization
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2018
4
cited
Capacity-Approaching Low-Density Parity-Check Codes
2005
2
cited
Atom Position Coding in a Matching Pursuit Based Video Coder
Very Low Bitrate Video Coding · 2005
1
cited
EE 229 B-Final Project Capacity-Approaching Low-Density Parity-Check Codes
2005
Learning Horizontal Connections from the Statistics of Natural Images
2007
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Pierre Garrigues | Researcher Profile | Sotabase | Sotabase