Soomin Lee
Computer Networks and Communications · 2013–2018
A researcher in the Science corpus: 6 papers; trusts 53 researchers and is trusted by 21 researchers here, as inferred from the citation graph.
Subfields
- Computer Networks and Communications — 92 citations into it; #1,483 of 9,886 by trust here, #1,955 by citations
- Artificial Intelligence — 66 citations into it; #10,900 of 35,345 by trust here, #15,236 by citations
- Computational Mechanics — 53 citations into it
- Optimization & Training — 50 citations into it; #1,028 of 2,601 by trust here, #1,237 by citations
- Mathematical Optimization — 30 citations into it
- Management Science and Operations Research — 17 citations into it; #8,938 of 11,946 by trust here, #6,888 by citations
- Numerical Analysis — 15 citations into it
- ML Systems & Hardware — 12 citations into it
Whom Soomin Lee trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Angelia Nedić
- Yurii E. Nesterov
- Sundhar Srinivasan Ram
- Alexander Olshevsky
- Konstantinos I. Tsianos
- John N. Tsitsiklis
- Dimitri P. Bertsekas
- Na Li
- Asuman E. Ozdaglar
- Michael G. Rabbat
Who trusts Soomin Lee overall
- Anastasia Koloskova
- Hanlin Tang
- Shi Pu
- Sebastian U. Stich
- Wendi Wu
- Martin Jaggi
- Nicolas Loizou
- Angelia Nedić
- Guanghui Lan
- Thinh T. Doan
Papers from Soomin Lee's perspective
Ordered by how strongly the researchers Soomin Lee trusts endorse each paper. Same corpus, a different order for every researcher.
- Parallel and distributed computation
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Problems in decentralized decision making and computation
- Gradient-based learning applied to document recognition
- Learning Multiple Layers of Features from Tiny Images
- Partial Solutions Manual Parallel and Distributed Computation : Numerical Methods
- A Stochastic Approximation Method
- Regression Shrinkage and Selection via the Lasso
Their papers
- Communication-efficient algorithms for decentralized and stochastic optimization (2017) — 239 citations
- Decentralized online optimization with global objectives and local communication (2015) — 51 citations
- Coordinate Dual Averaging for Decentralized Online Optimization With Nonseparable Global Objectives (2015) — 39 citations
- A Dual Approach for Optimal Algorithms in Distributed Optimization over Networks (2018) — 149 citations
- Distributed continuous-time online optimization using saddle-point methods (2016) — 18 citations
- Asynchronous Gossip-Based Random Projection Algorithms Over Networks (2013) — 88 citations