Alkis Gotovos

2015–2018

A researcher in the Science corpus: 2 papers; trusts 1 researcher and is trusted by 0 researchers here, as inferred from the citation graph.

Whom Alkis Gotovos trusts overall

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

1. Radford M. Neal
2. Benn Macdonald
3. Kaare Brandt Petersen
4. Ben Calderhead
5. Niklas Pfister
6. Ann C. Babtie

Who trusts Alkis Gotovos overall

1. Felix Berkenkamp
2. Donald R. Jones
3. Jan Peters

Papers from Alkis Gotovos's perspective

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

1. Pattern Recognition and Machine Learning
2. Training Products of Experts by Minimizing Contrastive Divergence
3. Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes
4. Parameter estimation for differential equations: a generalized smoothing approach
5. Using Confidence Bounds for Exploitation-Exploration Trade-offs
6. Bayesian ranking of biochemical system models
7. A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning
8. Structure Discovery in Nonparametric Regression through Compositional Kernel Search
9. An Active Pulse Transmission Line Simulating Nerve Axon
10. Impulses and Physiological States in Theoretical Models of Nerve Membrane.

Their papers

• Fast Gaussian Process Based Gradient Matching for Parameter Identification in Systems of Nonlinear ODEs (2018) — 52 citations
• Safe Exploration for Optimization with Gaussian Processes (2015) — 461 citations