Nikolas Kantas
Artificial Intelligence · 2009–2014
A researcher in the Science corpus: 2 papers; trusts 10 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 27 citations into it
- Probabilistic & Bayesian Methods — 21 citations into it
- Statistics and Probability — 15 citations into it
- Control and Systems Engineering — 8 citations into it
Whom Nikolas Kantas trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Arnaud Doucet
- Geir Storvik
- Walter R. Gilks
- Nicolas Chopin
- Jane Liu
- Olivier Capp'e
- Arthur P. Dempster
- Tim Hesterberg
- Mark Briers
- Thomas Bo Schön
Who trusts Nikolas Kantas overall
- Niklas Wahlstrom
- Nicolas Chopin
- A. Kamariotis
- Manuel Arias Chao
- Thomas Bo Schön
- Chris J. Maddison
- Pierre E. Jacob
- Eleni N. Chatzi
- Marc Peter Deisenroth
- Chetan S. Kulkarni
Papers from Nikolas Kantas's perspective
Ordered by how strongly the researchers Nikolas Kantas trusts endorse each paper. Same corpus, a different order for every researcher.
- On sequential Monte Carlo sampling methods for Bayesian filtering
- Following a moving target—Monte Carlo inference for dynamic Bayesian models
- Sequential Monte Carlo Methods in Practice
- Monte Carlo Strategies in Scientific Computing
- Filtering via Simulation: Auxiliary Particle Filters
- Feynman-Kac Formulae: Genealogical and Interacting Particle Systems with Applications
- A Tutorial on Particle Filtering and Smoothing: Fifteen years later
- SMC2: an efficient algorithm for sequential analysis of state space models
- A survey of convergence results on particle filtering methods for practitioners (IEEE Transactions on Signal Processing)
- Combined Parameter and State Estimation in Simulation-Based Filtering (Sequential Monte Carlo Methods in Practice)
Their papers
- On Particle Methods for Parameter Estimation in State-Space Models (2014) — 478 citations
- An overview of sequential Monte Carlo methods for parameter estimation in general state-space models (2009) — 312 citations