Guy Shani
Information Systems · 2002–2012
A researcher in the Science corpus: 5 papers; trusts 31 researchers and is trusted by 66 researchers here, as inferred from the citation graph.
Subfields
- Information Systems — 39 citations into it; #289 of 8,771 by trust here, #686 by citations
- Artificial Intelligence — 23 citations into it; #7,735 of 35,345 by trust here, #11,192 by citations
- Management Science and Operations Research — 12 citations into it; #1,448 of 11,946 by trust here, #2,957 by citations
- Computer Vision and Pattern Recognition — 11 citations into it
- Evaluation & Benchmarks — 10 citations into it
- Reinforcement Learning — 10 citations into it; #603 of 2,242 by trust here, #978 by citations
- Signal Processing — 8 citations into it
- Marketing — 6 citations into it
Whom Guy Shani trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Martin L. Puterman
- Jaka Demsar
- J. Konstan
- Cai-Nicolas Ziegler
- Andrew I. Schein
- Frank McSherry
- George Karypis
- Tariq Mahmood
- Jonathan L. Herlocker
- Andrew McCallum
Who trusts Guy Shani overall
- Gediminas Adomavicius
- Harald Steck
- Amin Javari
- Sarasi Lalithsena
- Michael D. Ekstrand
- Xin Luo
- Dietmar Jannach
- Xiangyu Zhao
- Marius Kaminskas
- Mahdi Jalili
Papers from Guy Shani's perspective
Ordered by how strongly the researchers Guy Shani trusts endorse each paper. Same corpus, a different order for every researcher.
- Empirical Analysis of Predictive Algorithms for Collaborative Filtering
- Analysis of recommendation algorithms for e-commerce (ACM Conference on Economics and Computation)
- Reinforcement Learning: An Introduction
- Attention is All you Need (Neural Information Processing Systems)
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Evaluating collaborative filtering recommender systems
- Item-based collaborative filtering recommendation algorithms
- ImageNet classification with deep convolutional neural networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
Their papers
- An MDP-Based Recommender System (2002) — 1,059 citations
- Evaluating Recommendation Systems (2011) — 1,451 citations
- A survey of point-based POMDP solvers (2012)
- High-level reinforcement learning in strategy games (2010) — 65 citations
- A Survey of Accuracy Evaluation Metrics of Recommendation Tasks (2009) — 715 citations