Publications (36)
Bounds on Lifting Continuous Markov Chains to Speed Up Mixing
Kavita Ramanan, Aaron Smith
Rapid Mixing of Geodesic Walks on Manifolds with Positive Curvature
Oren Mangoubi, Aaron Smith
The first supermassive black holes
Aaron Smith, Volker Bromm, Abraham Loeb
Three-Axis Measurement and Cancellation of Background Magnetic Fields to less than 50 uG in a Cold Atom Experiment
Aaron Smith, Brian E. Anderson, Souma Chaudhury +1
Does Hamiltonian Monte Carlo mix faster than a random walk on multimodal densities?
Oren Mangoubi, Natesh S. Pillai, Aaron Smith
Parallel local approximation MCMC for expensive models
Patrick Conrad, Andrew Davis, Youssef Marzouk +2
A Gibbs sampler on the $n$-simplex
Aaron Smith
Ergodicity of Approximate MCMC Chains with Applications to Large Data Sets
Natesh S. Pillai, Aaron Smith
Evidence for a direct collapse black hole in the Lyman-alpha source CR7
Aaron Smith, Volker Bromm, Abraham Loeb
Elementary Bounds On Mixing Times for Decomposable Markov Chains
Natesh S. Pillai, Aaron Smith
Parser Training with Heterogeneous Treebanks
Sara Stymne, Miryam de Lhoneux, Aaron Smith +1
Radiative effects during the assembly of direct collapse black holes
Aaron Smith, Fernando Becerra, Volker Bromm +1
The Cutoff Phenomenon for Random Birth and Death Chains
Aaron Smith
The physics of Lyman-alpha escape from high-redshift galaxies
Aaron Smith, Xiangcheng Ma, Volker Bromm +4
82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models
Aaron Smith, Bernd Bohnet, Miryam de Lhoneux +3
Towards an Area-Efficient Implementation of a High ILP EDGE Soft Processor
Jan Gray, Aaron Smith
On the Mixing Time of Kac's Walk and Other High-Dimensional Gibbs Samplers with Constraints
Natesh S. Pillai, Aaron Smith
Parallel Markov Chain Monte Carlo via Spectral Clustering
Guillaume W. Basse, Natesh S. Pillai, Aaron Smith
Rapid Mixing of Hamiltonian Monte Carlo on Strongly Log-Concave Distributions
Oren Mangoubi, Aaron Smith
Comparison Theory for Markov Chains on Different State Spaces and Application to Random Walk on Derangements
Aaron Smith
Finite Sample Properties of Adaptive Markov Chains via Curvature
Natesh S. Pillai, Aaron Smith
The Impact of Assuming Flatness in the Determination of Neutrino Properties from Cosmological Data
Aaron Smith, Maria Archidiacono, Asantha Cooray +3
Mixing times for a constrained Ising process on the torus at low density
Natesh S. Pillai, Aaron Smith
Discrete diffusion Lyman-alpha radiative transfer
Aaron Smith, Benny T. -H. Tsang, Volker Bromm +1
MCMC for Imbalanced Categorical Data
James E. Johndrow, Aaron Smith, Natesh Pillai +1
Mixing Times for a Constrained Ising Process on the Two-Dimensional Torus at Low Density
Natesh S Pillai, Aaron Smith
Kac's Walk on $n$-sphere mixes in $n\log n$ steps
Natesh S. Pillai, Aaron Smith
The Lyman-alpha signature of the first galaxies
Aaron Smith, Chalence Safranek-Shrader, Volker Bromm +1
Accelerating Asymptotically Exact MCMC for Computationally Intensive Models via Local Approximations
Patrick R. Conrad, Youssef M. Marzouk, Natesh S. Pillai +1
An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing
Aaron Smith, Miryam de Lhoneux, Sara Stymne +1
Analysis of Convergence Rates of Some Gibbs Samplers on Continuous State Spaces
Aaron Smith
Mixing Times and Hitting Times for General Markov Processes
Robert M. Anderson, Haosui Duanmu, Aaron Smith
The Use of a Single Pseudo-Sample in Approximate Bayesian Computation
Luke Bornn, Natesh Pillai, Aaron Smith +1
Lyman-alpha radiation hydrodynamics of galactic winds before cosmic reionization
Aaron Smith, Volker Bromm, Abraham Loeb
Supermassive Black Holes in the Early Universe
Aaron Smith, Volker Bromm
Fast Mixing of Metropolis-Hastings with Unimodal Targets
James E. Johndrow, Aaron Smith