Anna E Choromanska

3 papers · 2015–2019 · 1 venue · 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 ↓

🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

NeurIPS (3)

Top co-authors

Yunfei Teng (1) Sixin Zhang (1) Adrian Weller (1) Donald Goldfarb (1) Yann LeCun (1) François Chalus (1) Wenbo Gao (1) John Langford (1)

Research topics

Machine Learning (3) Optimization & Theory · Machine Learning (2) Deep Learning (1) Mathematics & Optimization (1) Core Methods (1) Learning Types (1) Optimization (1) Optimization & Theory · Deep Learning (1)

Keywords

communication efficiency (2) stochastic gradient descent (2) distributed learning (1) deep learning (1) distributed optimization (1) parallel computing (1) multi-class classification (1) distributed training (1) asynchronous optimization (1) parameter server (1) convolutional neural network (1) decision tree (1) online decision tree (1) parallel training (1) logarithmic time (1) logarithmic depth (1) tree construction (1) label entropy (1) elastic averaging sgd (1) elastic averaging (1)

Papers

Leader Stochastic Gradient Descent for Distributed Training of Deep Learning Models NeurIPS 2019 Deep learning with Elastic Averaging SGD NeurIPS 2015 Logarithmic Time Online Multiclass prediction NeurIPS 2015