Stefan Riezler
Artificial Intelligence · 2002–2020
A researcher in the Science corpus: 16 papers; trusts 570 researchers and is trusted by 45 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 250 citations into it; #3,895 of 35,345 by trust here, #5,565 by citations
- Natural Language Processing — 169 citations into it; #1,004 of 5,688 by trust here, #1,636 by citations
- Reinforcement Learning — 120 citations into it; #588 of 2,242 by trust here, #906 by citations
- Management Science and Operations Research — 69 citations into it; #1,481 of 11,946 by trust here, #1,695 by citations
- Computer Vision and Pattern Recognition — 64 citations into it; #14,260 of 21,575 by trust here, #14,478 by citations
- Evaluation & Benchmarks — 39 citations into it
- Optimization & Training — 38 citations into it
- Statistics and Probability — 29 citations into it
Whom Stefan Riezler trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Richard S. Sutton
- Yoshua Bengio
- Ronald J. Williams
- Geoffrey E. Hinton
- Ilya Sutskever
- Diederik P. Kingma
- Philipp Koehn
- Carolin (Haas) Lawrence
- Franz Joseph Och
- Dzmitry Bahdanau
Who trusts Stefan Riezler overall
- Julia Kreutzer
- Carolin (Haas) Lawrence
- Yang Gao
- Stephen Clark
- Michael Collins
- Artem Sokolov
- Christian M. Meyer
- Charles Sutton
- André F. T. Martins
- Shahram Khadivi
Papers from Stefan Riezler's perspective
Ordered by how strongly the researchers Stefan Riezler 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)
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- Gradient-based learning applied to document recognition
- ImageNet: A large-scale hierarchical image database
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
- Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
Their papers
- Can Neural Machine Translation be Improved with User Feedback? (2018) — 101 citations
- Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning (2018) — 95 citations
- Parsing the Wall Street Journal using a Lexical-Functional Grammar and Discriminative Estimation Techniques (2002) — 339 citations
- Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback (2018) — 58 citations
- A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap (2016) — 35 citations
- A Reinforcement Learning Approach to Interactive-Predictive Neural Machine Translation (2018) — 33 citations
- Analyzing Parallelism and Domain Similarities in the MAREC Patent Corpus (2012) — 29 citations
- QUality Estimation from ScraTCH (QUETCH): Deep Learning for Word-level Translation Quality Estimation (2015) — 60 citations
- Offline Reinforcement Learning from Human Feedback in Real-World Sequence-to-Sequence Tasks (2020) — 18 citations
- Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation (2017) — 33 citations
- Learning Structured Predictors from Bandit Feedback for Interactive NLP (2016) — 34 citations
- Stochastic Structured Prediction under Bandit Feedback (2016) — 31 citations
- Bandit Structured Prediction for Neural Sequence-to-Sequence Learning (2017) — 56 citations
- Counterfactual Learning for Machine Translation: Degeneracies and Solutions (2017) — 7 citations
- A Shared Task on Bandit Learning for Machine Translation (2017) — 16 citations
- NLmaps: A Natural Language Interface to Query OpenStreetMap (2016) — 29 citations