Denis Xavier Charles

Artificial Intelligence · 2012–2014

A researcher in the Science corpus: 2 papers; trusts 5 researchers and is trusted by 4 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 27 citations into it; #22,961 of 35,345 by trust here, #5,970 by citations
• Management Science and Operations Research — 16 citations into it; #7,226 of 11,946 by trust here, #670 by citations
• Statistics and Probability — 15 citations into it
• Reinforcement Learning — 12 citations into it; #1,582 of 2,242 by trust here, #591 by citations

Whom Denis Xavier Charles trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Lihong Li
2. Judea Pearl
3. J. Langford

Who trusts Denis Xavier Charles overall

1. Lihong Li
2. Ziyang Tang
3. Adith Swaminathan

Papers from Denis Xavier Charles's perspective

Ordered by how strongly the researchers Denis Xavier Charles trusts endorse each paper. Same corpus, a different order for every researcher.

1. Reinforcement Learning: An Introduction
2. Some aspects of the sequential design of experiments
3. A contextual-bandit approach to personalized news article recommendation
4. Doubly Robust Policy Evaluation and Learning
5. An Empirical Evaluation of Thompson Sampling
6. Causality : Models , Reasoning , and Inference
7. Toward a perception-based theory of probabilistic reasoning with imprecise probabilities
8. Variance Reduction Techniques for Gradient Estimates in Reinforcement Learning
9. The Epoch-Greedy Algorithm for Multi-armed Bandits with Side Information
10. Chervonenkis: On the uniform convergence of relative frequencies of events to their probabilities

Their papers

• Counterfactual reasoning and learning systems: the example of computational advertising (2012) — 859 citations
• Structured labeling for facilitating concept evolution in machine learning (2014) — 125 citations