Fine Hall, Room 207
Princeton University
Princeton, NJ 08544
(609) 258 0973
E-mail: rvan AT princeton.edu
My research interests lie broadly in probability theory and its
interactions with other fields. Probability theory—the mathematical
description of random phenomena—plays an increasingly fundamental
role in numerous areas of mathematics and science. I am particularly
fascinated by the development of probabilistic principles and methods that
explain the common structure in a variety of pure and applied mathematical
problems. Recent research focus has been on high-dimensional probability,
conditional phenomena, and ergodic theory.
Sharp nonasymptotic bounds on the norm of random matrices with independent entries (with Afonso Bandeira)
Ann. Probab. 44, 2479-2506 (2016). [Journal][arXiv]
Phase transitions in nonlinear filtering (with Patrick Rebeschini)
Electron. J. Probab. 20,
no. 7, 1-46 (2015). [Journal][arXiv]
Can local particle filters beat the curse of dimensionality? (with Patrick Rebeschini)
Ann. Appl. Probab. 25, 2809-2866 (2015). [Journal][arXiv]
Conditional ergodicity in infinite dimension (with X. Thomson Tong)
Ann. Probab. 42, 2243-2313 (2014). [Journal][arXiv]
Comparison theorems for Gibbs measures (with Patrick Rebeschini)
J. Stat. Phys. 157, 234-281 (2014). [Journal][arXiv]
Ergodicity, decisions, and partial information
Séminaire de Probabilités XLVI, Lecture Notes in Mathematics 2123, Springer (2014). [PDF][arXiv]
The local geometry of finite mixtures (with Elisabeth Gassiat)
Trans. Amer. Math. Soc. 366, 1047-1072 (2014). [Journal][arXiv]
Constructing sublinear expectations on path space (with Marcel Nutz)
Stoch. Proc. Appl. 123, 3100-3121 (2013). [Journal][arXiv]
Consistent order estimation and minimal penalties (with Elisabeth Gassiat)
IEEE Trans. Inform. Theory 59, 1115-1128 (2013). [Journal][arXiv]
On the exchange of intersection and supremum of σ-fields in filtering theory
Israel J. Math. 192, 763-784 (2012). [Journal][arXiv]
Ergodicity and stability of the conditional distributions of nondegenerate Markov chains (with X. Thomson Tong)
Ann. Appl. Probab. 22, 1495-1540 (2012). [Journal][arXiv]
On the minimal penalty for Markov order estimation
Probab. Th. Rel. Fields 150, 709-738 (2011). [Journal][arXiv]
Consistency of the maximum likelihood estimator for general hidden Markov models (with Randal Douc, Eric Moulines, Jimmy Olsson)
Ann. Statist. 39, 474-513 (2011). [Journal][arXiv]
Intrinsic methods in filter stability (with Pavel Chigansky, R. Liptser)
In Oxford Handbook of Nonlinear Filtering (D. Crisan and B. Rozovsky, eds.), Oxford University Press, 2011. [PDF]
A complete solution to Blackwell's unique ergodicity problem for hidden Markov chains (with Pavel Chigansky)
Ann. Appl. Probab. 20, 2318-2345 (2010). [Journal][arXiv]
Nonlinear filtering and systems theory
Proceedings of the 19th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2010 semi-plenary paper). [PDF]
When do nonlinear filters achieve maximal accuracy?
SIAM J. Control Optim. 48, 3151-3168 (2009). [Journal][arXiv]
Uniform time average consistency of Monte Carlo particle filters
Stoch. Proc. Appl. 119, 3835-3861 (2009). [Journal][arXiv]
The stability of conditional Markov processes and Markov chains in random environments
Ann. Probab. 37, 1876-1925 (2009). [Journal][arXiv]
Uniform observability of hidden Markov models and filter stability for unstable signals
Ann. Appl. Probab. 19, 1172-1199 (2009). [Journal][arXiv]
Discrete time nonlinear filters with informative observations are stable
Electr. Commun. Probab. 13, 562-575 (2008). [Journal][arXiv]
Filtering, Stability, and Robustness
Ph.D. Thesis, California Institute of Technology (2007). [PDF]
Model robustness of finite state nonlinear filtering over the infinite time horizon (with Pavel Chigansky)
Ann. Appl. Probab. 17, 688-715 (2007). [Journal][arXiv]
Almost global stochastic stability
SIAM J. Control Optim. 45, 1297-1313 (2006). [Journal][arXiv]
Physics
The stability of quantum Markov filters
Infin. Dimens. Anal. Quantum Probab. Relat. Top. 12, 153-172 (2009). [PDF][arXiv]
A discrete invitation to quantum filtering and feedback control (with Luc Bouten, Matt James)
SIAM Review 51, 239-316 (2009). [Journal][arXiv]
Discrete approximation of quantum stochastic models (with Luc Bouten)
J. Math. Phys. 49, 102109 (2008). [Journal][arXiv]
Approximation and limit theorems for quantum stochastic models with unbounded coefficients (with Luc Bouten, Andrew Silberfarb)
J. Funct. Anal. 254, 3123-3147 (2008). [Journal][arXiv]
On the separation principle of quantum control (with Luc Bouten)
In Quantum Stochastics and Information: Statistics, Filtering and Control (V. P. Belavkin and M. I. Guta, eds.), World Scientific, 2008. [arXiv]
An introduction to quantum filtering (with Luc Bouten, Matt James)
SIAM J. Control Optim. 46, 2199-2241 (2007). [Journal][arXiv]
Singular perturbation of quantum stochastic differential equations with coupling through an oscillator mode (with John Gough)
J. Stat. Phys. 127, 575-607 (2007). [Journal][arXiv]
Stabilizing feedback controls for quantum systems (with Mazyar Mirrahimi)
SIAM J. Control Optim. 46, 445-467 (2007). [Journal][arXiv]
Feedback Control of Quantum State Reduction (with John K. Stockton, Hideo Mabuchi)
IEEE Trans. Automat. Control 50, 768-780 (2005). [Journal][arXiv]
Modelling and feedback control design for quantum state preparation (with John K. Stockton, Hideo Mabuchi)
J. Opt. B: Quantum Semiclass. Opt. 7, S179-S197 (2005). [Journal]
Quantum projection filter for a highly nonlinear model in cavity QED (with Hideo Mabuchi)
J. Opt. B: Quantum Semiclass. Opt. 7, S226-S236 (2005). [Journal][arXiv]
Single-Particle Self-Excited Oscillator (with Brian D'Urso, Brian Odom, D. Hanneke, G. Gabrielse)
Phys. Rev. Lett. 94, 113002 (2005). [Journal][PDF]
Deterministic Dicke-state preparation with continuous measurement and control (with John K. Stockton, Hideo Mabuchi)
Phys. Rev. A 70, 022106 (2004). [Journal][arXiv]