Umashanthi Pavalanathan
Artificial Intelligence · 2015–2017
A researcher in the Science corpus: 3 papers; trusts 35 researchers and is trusted by 7 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 16 citations into it; #24,831 of 35,345 by trust here, #24,417 by citations
- Natural Language Processing — 13 citations into it
- Information Systems — 10 citations into it
- Human-Computer Interaction — 9 citations into it; #1,368 of 2,253 by trust here, #2,026 by citations
- Communication — 8 citations into it; #1,960 of 3,460 by trust here, #1,743 by citations
- Statistical and Nonlinear Physics — 8 citations into it; #6,475 of 10,127 by trust here, #7,402 by citations
- Statistics and Probability — 8 citations into it
- Sociology and Political Science — 5 citations into it
Whom Umashanthi Pavalanathan trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Jacob Eisenstein
- Donald B. Rubin
- C. Frangakis
- Virgile Landeiro Dos Reis
- Paul R. Rosenbaum
- Justin Cheng
- Dirk Hovy
- Bo Han
- Zhiyuan Cheng
- Lev Muchnik
Who trusts Umashanthi Pavalanathan overall
- Alexandra Olteanu
- H. Roberts
- Carlos Castillo
- Mark Dredze
- Jonathan P. Sadler
- Fernando Diaz
- Anjalie Field
- Lee Chapman
- Su Lin Blodgett
- Emre Kıcıman
Papers from Umashanthi Pavalanathan's perspective
Ordered by how strongly the researchers Umashanthi Pavalanathan trusts endorse each paper. Same corpus, a different order for every researcher.
- Attention is All you Need (Neural Information Processing Systems)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet classification with deep convolutional neural networks
- Long Short-Term Memory
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- ImageNet: A large-scale hierarchical image database
- Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
Their papers
- You Can't Stay Here (2017) — 327 citations
- Emoticons vs. Emojis on Twitter: A Causal Inference Approach (2015) — 99 citations
- Confounds and Consequences in Geotagged Twitter Data (2015) — 105 citations