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2021-05
A Closer Look at Codistillation for Distributed Training
Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations
2021-01
Asynchronous Gradient Push
2020-12
Stability of Decentralized Gradient Descent in Open Multi-Agent Systems
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge
Magnetic Resonance in Medicine
(2020-12-01)
nyuscholars.nyu.eduPDF[Also on arXiv preprint arXiv:2001.02518 (2020-01-06)]2020-10
Optimization for Data-Driven Learning and Control
Using Deep Learning to Accelerate Knee MRI at 3 T: Results of an Interchangeability Study.
Advances in Asynchronous Parallel and Distributed Optimization
Proceedings of the IEEE
(2020-10-08)
ieeexplore.ieee.org[Also on arXiv preprint arXiv:2006.13838 (2020-06-24)]2020-07
On the Convergence of Nesterov's Accelerated Gradient Method in Stochastic Settings
2020-06
Recovering Petaflops in Contrastive Semi-Supervised Learning of Visual Representations.
2020-05
Lookahead Converges to Stationary Points of Smooth Non-convex Functions
2020-04
2020-03
Asynchronous Gradient-Push
2020-01
fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning.
2019-10
SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum
2019-06
Stochastic Gradient Push for Distributed Deep Learning
Improved Bounds for Max Consensus in Wireless Networks
Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning
2019-05
Provably Accelerated Randomized Gossip Algorithms
Learning Graphs From Data: A Signal Representation Perspective
2019-01
Graph-Based Compression for Distributed Particle Filters
Uncertainty Principle on Graphs
2018-12
Effectiveness of Alter Sampling in Social Networks.
2018-11
A Graph-CNN for 3D Point Cloud Classification
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI.
2018-09
TarMAC: Targeted Multi-Agent Communication
ICML 2018
(2018-09-27)
proceedings.mlr.pressPDF[LATEST on arXiv preprint arXiv:1810.11187 (2018-10-26)]Publications collected and formatted using Paperoni
