Anastasia Podosinnikova

3 papers · 2015–2019 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

AISTATS (1) ICML (1) NeurIPS (1)

Top co-authors

Francis Bach (3) Simon Lacoste-Julien (2) Alexander S. Wein (1) David Sontag (1) Amelia Perry (1) Alexandre d’Aspremont (1)

Research topics

Machine Learning (3) Mathematics & Optimization (3) Core Methods (3) Bayesian & Probabilistic (2) Optimization (2) Deep Learning (1) Natural Language Processing (1) Applications (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Mathematics (1) Optimization & Theory (1)

Keywords

independent component analysis (3) moment matching (2) tensor decomposition (1) canonical correlation analysis (1) overcomplete representation (1) multi-view learning (1) projected gradient descent (1) topic model (1) joint diagonalization (1) cumulant tensor (1) cumulant generating function (1) semidefinite programming (1) tensor power method (1) latent dirichlet allocation (1)

Papers

Overcomplete Independent Component Analysis via SDP AISTATS 2019 Beyond CCA: Moment Matching for Multi-View Models ICML 2016 Rethinking LDA: Moment Matching for Discrete ICA NeurIPS 2015