Konstantinos I. Tsianos
Computer Networks and Communications · 2012–2014
A researcher in the Science corpus: 5 papers; trusts 56 researchers and is trusted by 45 researchers here, as inferred from the citation graph.
Subfields
- Computer Networks and Communications — 49 citations into it; #447 of 9,886 by trust here, #925 by citations
- Artificial Intelligence — 46 citations into it; #14,020 of 35,345 by trust here, #17,776 by citations
- Optimization & Training — 36 citations into it
- Computational Mechanics — 22 citations into it; #1,018 of 10,001 by trust here, #1,816 by citations
- Management Science and Operations Research — 14 citations into it; #7,666 of 11,946 by trust here, #9,383 by citations
- Mathematical Optimization — 13 citations into it
- Statistical and Nonlinear Physics — 13 citations into it
- ML Systems & Hardware — 10 citations into it
Whom Konstantinos I. Tsianos trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- John C. Duchi
- Alekh Agarwal
- Angelia Nedić
- Michael G. Rabbat
- Lin Xiao
- Alexander Olshevsky
- Eugene Seneta
- Yurii E. Nesterov
- Jianshu Chen
- Sundhar Srinivasan Ram
Who trusts Konstantinos I. Tsianos overall
- Angelia Nedić
- Aryan Mokhtari
- Amirhossein Reisizadeh
- Michael G. Rabbat
- Soomin Lee
- Thinh T. Doan
- Alexander Olshevsky
- Kun Yuan
- Albert S. Berahas
- Alejandro Ribeiro
Papers from Konstantinos I. Tsianos's perspective
Ordered by how strongly the researchers Konstantinos I. Tsianos trusts endorse each paper. Same corpus, a different order for every researcher.
- 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)
- Gradient-based learning applied to document recognition
- Learning Multiple Layers of Features from Tiny Images
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet: A large-scale hierarchical image database
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- GENERATIVE ADVERSARIAL NETS
Their papers
- Communication/Computation Tradeoffs in Consensus-Based Distributed Optimization (2012) — 84 citations
- Consensus-based distributed optimization: Practical issues and applications in large-scale machine learning (2012) — 249 citations
- Efficient Distributed Online Prediction and Stochastic Optimization With Approximate Distributed Averaging (2014) — 35 citations
- Distributed dual averaging for convex optimization under communication delays (2012) — 115 citations
- Push-Sum Distributed Dual Averaging for convex optimization (2012) — 326 citations