Stochastic Systems Lab Edwardson School, Purdue University

Publications

Adaptive Estimation of the Transition Density of Controlled Markov Chains. I Banerjee and V Rao and H Honnappa

Off-line Estimation of Controlled Markov Chains: Minimaxity and Sample Complexity. I Banerjee and H Honnappa and V Rao

Drift Optimization of Regulated Stochastic Models Using Sample Average Approximation. Z Zhou and H Honnappa and R Pasupathy

Pathwise Relaxed Optimal Control of Rough Differential Equations. P Chakraborty and H Honnappa and S Tindel

Introduction to Optimal Transport. IO Ryzhov and R Pasupathy and H Honnappa

Renewal Processes Represented as Doubly Stochastic Poisson Processes. X Du and H Honnappa

Distributed (ATC) gradient descent for high dimension sparse regression. Y Ji and G Scutari and Y Sun and H Honnappa

Distributed sparse regression via penalization. Y Ji and G Scutari and Y Sun and H Honnappa

On the statistical consistency of risk-sensitive bayesian decision-making. P Jaiswal and H Honnappa and V Rao

Bayesian joint chance constrained optimization: Approximations and statistical consistency. P Jaiswal and H Honnappa and VA Rao

The Small-Noise Limit of the Most Likely Element is the Most Likely Element in the Small-Noise Limit. Z Selk and H Honnappa

Sample average approximation over function spaces: Statistical consistency and rate of convergence. Z Zhou and H Honnappa and R Pasupathy

Strong embeddings for transitory queueing models. P Chakraborty and H Honnappa

Calibrating nonstationary queueing network models. H Honnappa

PAC-Bayes bounds on variational tempered posteriors for Markov models. I Banerjee and VA Rao and H Honnappa

Information projection on Banach spaces with applications to state independent KL-weighted optimal control. Z Selk and W Haskell and H Honnappa

Infinite server queues in a random fast oscillatory environment. Y Liu and H Honnappa and S Tindel and NK Yip

Approximating systems fed by Poisson processes with rapidly changing arrival rates. Z Zheng and H Honnappa and PW Glynn

A many-server functional strong law for a non-stationary loss model. P Chakraborty and H Honnappa

A Feynman-Kac type theorem for ODEs: Solutions of second order ODEs as modes of diffusions. Z Selk and H Honnappa

Calibrating infinite server queueing models driven by Cox processes. R Wang and H Honnappa

Diffusion Approximations for Queues In A Fast Oscillatory Random Environment. H Honnappa and Y Liu and S Tindel and A Yip

Modeling urban taxi services with e-hailings: A queueing network approach. W Zhang and H Honnappa and SV Ukkusuri

Asymptotic Consistency of -\R\\\'enyi-Approximate Posteriors. P Jaiswal and V Rao and H Honnappa

An optimal control approach to day-to-day congestion pricing for stochastic transportation networks. H Gehlot and H Honnappa and SV Ukkusuri

Estimating stochastic Poisson intensities using deep latent models. R Wang and P Jaiswal and H Honnappa

Asymptotic consistency of loss‐calibrated variational Bayes. P Jaiswal and H Honnappa and VA Rao

Infinite server queues in a random fast oscillatory environment. H Honnappa and Y Liu and S Tindel and A Yip

Large deviations of gaussian extremes on convex sets. H Honnappa and P Jaiswal and R Pasupathy

Statistical inference for approximate Bayesian optimal design. P Jaiswal and H Honnappa

Asymptotically optimal appointment schedules. M Armony and R Atar and H Honnappa

Modeling urban taxi services with e-hailings: A queueing network approach. W Zhang and H Honnappa and SV Ukkusuri

Risk-sensitive variational bayes: Formulations and bounds. P Jaiswal and H Honnappa and V Rao

Open Problem—Adaptive Constant-Step Stochastic Approximation. R Pasupathy and H Honnappa and SR Hunter

Large deviations of bivariate Gaussian extrema. R van der Hofstad and H Honnappa

Asymptotic Consistency of Loss-Calibrated Variational Bayes. P Jaiswal and H Honnappa and VA Rao

Risk-sensitive variational bayes: Formulations and bounds. volume. P Jaiswal and H Honnappa and VA Rao

Approximating performance measures for slowly changing non-stationary Markov chains. Z Zheng and H Honnappa and PW Glynn

Dominating points of Gaussian extremes. H Honnappa and R Pasupathy and P Jaiswal

Optimal allocations for sample average approximation. P Jaiswal and H Honnappa and R Pasupathy

An optimal control approach to within day congestion pricing for stochastic transportation networks. H Gehlot and H Honnappa and SV Ukkusuri

Rare events of transitory queues. H Honnappa

On Gaussian limits and large deviations for queues fed by high intensity randomly scattered traffic. PW Glynn and H Honnappa

The “concert queueing game” with feedback routing. R Wang and H Honnappa

Transitory queueing networks. H Honnappa and R Jain

Asymptotically optimal appointment schedules with customer no-shows. M Armony and R Atar and H Honnappa

The Superposition-Traffic Game. AR Hota and H Honnappa and S Sundaram

Conditioned Functional Limits and Applications to Queues. H Honnappa and R Jain and AR Ward

A queueing model with independent arrivals, and its fluid and diffusion limits. H Honnappa and R Jain and AR Ward

Strategic arrivals into queueing networks: The network concert queueing game. H Honnappa and R Jain

Rare events of marked finite point processes. H Honnappa

On transitory queueing. H Honnappa and R Jain and AR Ward

Strategic and Transitory Models of Queueing Systems. H Honnappa

Mean field limits by population acceleration. H Honnappa and R Jain and AR Ward

The ∆(i)/GI/l Queue: A new model of transitory queueing. H Honnappa and R Jain and AR Ward

A new transitory queueing model and its process limits. H Honnappa and R Jain and A Ward

Strategic arrivals into queueing networks. H Honnappa and R Jain

Customer event rate estimation using particle filters. H Honnappa

Variational inference for diffusion modulated Cox processes. P Jaiswal and H Honnappa and V Rao

The Network Concert Queueing Game. H Honnappa and R Jain