Guillaume Obozinski

14 papers · 2010–2020 · 7 conferences · across top CS/AI conferences

Achievements

+8 more ↓

🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (7) 🏃 Academic Marathon (10) 🌈 Renaissance Researcher (5)

🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15) 🌍 Conference Polyglot (7) 💎 Century Club (14) 🚀 Conference Pioneer 🗃️ Keyword Collector (54) 🔥 Unstoppable (8) 📈 Trend Setter

Conferences

AISTATS (5) CVPR (2) ICLR (2) JMLR (2) COLING (1) CONLL (1) ICML (1)

Top co-authors

Francis Bach (5) Rodolphe Jenatton (3) Nicolas Usunier (2) Julien Mairal (2) Timothee Lacroix (2) Edouard Grave (2) Sergey Zagoruyko (1) Jean-François Delmas (1) Tomas Pajdla (1) Shell Xu Hu (1)

Keywords

dictionary learning (3) structured sparsity (2) image segmentation (1) non-convex optimization (1) convex optimization (1) structured prediction (1) embedding learning (1) occlusion handling (1) face recognition (1) tensor decomposition (1) image denoising (1) sparse principal component analysis (1) column generation (1) low-rank matrix (1) total variation (1) sparse coding (1) quadratic programming (1) network flow (1) link prediction (1) image classification (1)

Papers

Tensor Decompositions for Temporal Knowledge Base Completion ICLR 2020 Empirical Bayes Transductive Meta-Learning with Synthetic Gradients ICLR 2020 Fast Algorithms for Sparse Reduced-Rank Regression AISTATS 2019 Canonical Tensor Decomposition for Knowledge Base Completion ICML 2018 SDCA-Powered Inexact Dual Augmented Lagrangian Method for Fast CRF Learning AISTATS 2018 Fast column generation for atomic norm regularization AISTATS 2017 Cut Pursuit: Fast Algorithms to Learn Piecewise Constant Functions AISTATS 2016 A MRF Shape Prior for Facade Parsing With Occlusions CVPR 2015 A Markovian approach to distributional semantics with application to semantic compositionality COLING 2014 Hidden Markov tree models for semantic class induction CONLL 2013 Learning and Calibrating Per-Location Classifiers for Visual Place Recognition CVPR 2013 Convex and Network Flow Optimization for Structured Sparsity JMLR 2011 Proximal Methods for Hierarchical Sparse Coding JMLR 2011 Structured Sparse Principal Component Analysis AISTATS 2010